Witold Pedrycz

Orcid: 0000-0002-9335-9930

Affiliations:
  • University of Alberta, Edmonton, Canada


According to our database1, Witold Pedrycz authored at least 1,643 papers between 1980 and 2024.

Collaborative distances:
  • Dijkstra number2 of two.
  • Erdős number3 of three.

Awards

IEEE Fellow

IEEE Fellow 1999, "For the development of methodology, algorithms, and applications of fuzzy and neurofuzzy modeling and fuzzy control.".

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media.
J. Big Data, December, 2024

Soft-Sensing of Burn-Through Point Based on Weighted Kernel Just-in-Time Learning and Fuzzy Broad-Learning System in Sintering Process.
IEEE Trans. Ind. Informatics, May, 2024

A Development of Fuzzy-Rule-Based Regression Models Through Using Decision Trees.
IEEE Trans. Fuzzy Syst., May, 2024

Design of Hierarchical Neural Networks Using Deep LSTM and Self-Organizing Dynamical Fuzzy-Neural Network Architecture.
IEEE Trans. Fuzzy Syst., May, 2024

Incremental Fuzzy Clustering-Based Neural Networks Driven With the Aid of Dynamic Input Space Partition and Quasi-Fuzzy Local Models.
IEEE Trans. Cybern., May, 2024

Frequency Domain Channel-Wise Attack to CNN Classifiers in Motor Imagery Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., May, 2024

Ranking products through online reviews: A novel data-driven method based on interval type-2 fuzzy sets and sentiment analysis.
J. Oper. Res. Soc., May, 2024

Cascade AdaBoost Neural Network Classifier: Analysis and Design.
J. Circuits Syst. Comput., May, 2024

Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks.
Inf. Fusion, May, 2024

Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation Scheduling.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Condition Recognition Strategy Based on Fuzzy Clustering With Information Granulation for Blast Furnace.
IEEE Trans. Ind. Informatics, April, 2024

Multitime Scale Thunderstorm Monitoring System With Real-Time Warning and Imaging.
IEEE Trans. Fuzzy Syst., April, 2024

Negative Hesitation Fuzzy Sets and Their Application to Pattern Recognition.
IEEE Trans. Fuzzy Syst., April, 2024

Optimal Granularity of Machine Learning Models: A Perspective of Granular Computing.
IEEE Trans. Fuzzy Syst., April, 2024

Optimizing-Information-Granule-Based Consensus Reaching Model in Large-Scale Group Decision Making.
IEEE Trans. Fuzzy Syst., April, 2024

An Efficient Federated Multiview Fuzzy C-Means Clustering Method.
IEEE Trans. Fuzzy Syst., April, 2024

Robust Learning-Based Gain-Scheduled Path Following Controller Design for Autonomous Ground Vehicles.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification.
IEEE Trans. Cogn. Dev. Syst., April, 2024

Testing a Vision-Based Autonomous Drone Navigation Model in a Forest Environment.
Algorithms, April, 2024

Design of Tobacco Leaves Classifier Through Fuzzy Clustering-Based Neural Networks With Multiple Histogram Analyses of Images.
IEEE Trans. Ind. Informatics, March, 2024

Dynamic Modeling Framework Based on Automatic Identification of Operating Conditions for Sintering Carbon Consumption Prediction.
IEEE Trans. Ind. Electron., March, 2024

A Trend-Granulation-Based Fuzzy C-Means Algorithm for Clustering Interval-Valued Time Series.
IEEE Trans. Fuzzy Syst., March, 2024

Reinforced Interval Type-2 Fuzzy Clustering-Based Neural Network Realized Through Attention-Based Clustering Mechanism and Successive Learning.
IEEE Trans. Fuzzy Syst., March, 2024

Deep Fuzzy Envelope Sample Generation Mechanism for Imbalanced Ensemble Classification.
IEEE Trans. Fuzzy Syst., March, 2024

Dynamic collective opinion generation framework for digital transformation barrier analysis in the construction industry.
Inf. Fusion, March, 2024

Time series classification with their image representation.
Neurocomputing, March, 2024

Generalized TODIM method based on symmetric intuitionistic fuzzy Jensen-Shannon divergence.
Expert Syst. Appl., March, 2024

Architecture selection for 5G-radio access network using type-2 neutrosophic numbers based decision making model.
Expert Syst. Appl., March, 2024

Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting.
Artif. Intell. Rev., March, 2024

Verifying trust over IoT-ad hoc network-based applications under uncertainty.
Ad Hoc Networks, March, 2024

Privacy-Preserving Realization of Fuzzy Clustering and Fuzzy Modeling Through Vertical Federated Learning.
IEEE Trans. Syst. Man Cybern. Syst., February, 2024

A New Oversampling Method Based on Triangulation of Sample Space.
IEEE Trans. Syst. Man Cybern. Syst., February, 2024

Universal Quintuple Implicational Algorithm: A Unified Granular Computing Framework.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Generalizable Segmentation of COVID-19 Infection From Multi-Site Tomography Scans: A Federated Learning Framework.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Weighted Fuzzy Clustering for Time Series With Trend-Based Information Granulation.
IEEE Trans. Cybern., February, 2024

Decisioning-Based Approach for Optimising Control Engineering Tools Using Digital Twin Capabilities and Other Cyber-Physical Metaverse Manufacturing System Components.
IEEE Trans. Consumer Electron., February, 2024

Conjunctive and disjunctive combination rules in random permutation set theory: A layer-2 belief structure perspective.
Inf. Fusion, February, 2024

Optimization-based probabilistic decision support for assessing building information modelling (BIM) maturity considering multiple objectives.
Inf. Fusion, February, 2024

Multi-valued model checking IoT and intelligent systems with commitment protocols in multi-source data environments.
Inf. Fusion, February, 2024

Developing deep transfer and machine learning models of chest X-ray for diagnosing COVID-19 cases using probabilistic single-valued neutrosophic hesitant fuzzy.
Expert Syst. Appl., February, 2024

Consensus Analysis for Large-Scale Group Decision Making Based on Two-Stage Nash-Bargaining Game.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Convolutional Features-Based Broad Learning With LSTM for Multidimensional Facial Emotion Recognition in Human-Robot Interaction.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024

From Numeric to Granular Models: A Quest for Error and Performance Analysis.
IEEE Trans. Cybern., January, 2024

Local Boundary Fuzzified Rough K-Means-Based Information Granulation Algorithm Under the Principle of Justifiable Granularity.
IEEE Trans. Cybern., January, 2024

Comparative Study on Noise-Estimation-Based Fuzzy C-Means Clustering for Image Segmentation.
IEEE Trans. Cybern., January, 2024

Asymmetric Transfer Hashing With Adaptive Bipartite Graph Learning.
IEEE Trans. Cybern., January, 2024

Z-relation-based multistage decision making.
Inf. Sci., January, 2024

Using I-subgroup-based weighted generalized interval t-norms for aggregating basic uncertain information.
Fuzzy Sets Syst., January, 2024

Assessing growth potential of careers with occupational mobility network and ensemble framework.
Eng. Appl. Artif. Intell., January, 2024

Accelerating the integration of the metaverse into urban transportation using fuzzy trigonometric based decision making.
Eng. Appl. Artif. Intell., January, 2024

A disease diagnosis system for smart healthcare based on fuzzy clustering and battle royale optimization.
Appl. Soft Comput., January, 2024

Advantage prioritization of digital carbon footprint awareness in optimized urban mobility using fuzzy Aczel Alsina based decision making.
Appl. Soft Comput., January, 2024

FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks.
IEEE Trans. Inf. Forensics Secur., 2024

Evaluating Holistic Privacy Risk Posed by Smart Home Ecosystem: A Capability-Oriented Model Accommodating Epistemic Uncertainty and Wisdom of Crowds.
IEEE Trans. Engineering Management, 2024

Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.
Swarm Evol. Comput., 2024

A self-organizing deep network architecture designed based on LSTM network via elitism-driven roulette-wheel selection for time-series forecasting.
Knowl. Based Syst., 2024

A fuzzy-guided adaptive algorithm with hierarchy mechanism for solving dynamic multi-objective optimization problems.
Knowl. Based Syst., 2024

Towards a collective opinion generation approach with multiple objectives for evaluating rail transit station accessibility in urban areas.
Knowl. Based Syst., 2024

Analysis of power asymmetry conflict based on fuzzy options graph models.
Knowl. Based Syst., 2024

Adaptive Nonstationary Fuzzy Neural Network.
Knowl. Based Syst., 2024

An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism.
Int. J. Approx. Reason., 2024

FRCM: A fuzzy rough <i>c</i>-means clustering method.
Fuzzy Sets Syst., 2024

An improved generative adversarial network to oversample imbalanced datasets.
Eng. Appl. Artif. Intell., 2024

A manifold intelligent decision system for fusion and benchmarking of deep waste-sorting models.
Eng. Appl. Artif. Intell., 2024

CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement.
CoRR, 2024

BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion.
CoRR, 2024

A conceptual clustering method for large-scale group decision-making with linguistic truth-valued lattice implication algebra.
Appl. Soft Comput., 2024

A two-objective-optimization-driven group decision making model under the bipolarity of decision information.
Appl. Soft Comput., 2024

Granular fuzzy rule-based model construction under the collaboration of multiple organizations.
Appl. Soft Comput., 2024

A design of fuzzy rule-based classifier optimized through softmax function and information entropy.
Appl. Soft Comput., 2024

Fuzzy clustering-based neural network based on linear fitting residual-driven weighted fuzzy clustering and convolutional regularization strategy.
Appl. Soft Comput., 2024

MBSSA-Bi-AESN: Classification prediction of bi-directional adaptive echo state network based on modified binary salp swarm algorithm and feature selection.
Appl. Intell., 2024

Multiobjective optimization-based decision support for building digital twin maturity measurement.
Adv. Eng. Informatics, 2024

2023
Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling.
IEEE Trans. Knowl. Data Eng., December, 2023

Autonomous Bus Operation Alternatives in Urban Areas Using Fuzzy Dombi-Bonferroni Operator Based Decision Making Model.
IEEE Trans. Intell. Transp. Syst., December, 2023

Information Granule Based Uncertainty Measure of Fuzzy Evidential Distribution.
IEEE Trans. Fuzzy Syst., December, 2023

Coding Method Based on Fuzzy C-Means Clustering for Spiking Neural Network With Triangular Spike Response Function.
IEEE Trans. Fuzzy Syst., December, 2023

Linear Fuzzy Information-Granule-Based Fuzzy C-Means Algorithm for Clustering Time Series.
IEEE Trans. Cybern., December, 2023

Scalable and Efficient Approach for High Temporal Fuzzy Utility Pattern Mining.
IEEE Trans. Cybern., December, 2023

Learning Adaptive Genetic Algorithm for Earth Electromagnetic Satellite Scheduling.
IEEE Trans. Aerosp. Electron. Syst., December, 2023

Deep reinforcement learning assisted co-evolutionary differential evolution for constrained optimization.
Swarm Evol. Comput., December, 2023

Knowledge-Induced Multiple Kernel Fuzzy Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Switching perspectives: Investigating the relationships and applications of q-fractional fuzzy sets with other fuzzy set classes in decision making.
J. Intell. Fuzzy Syst., December, 2023

Two improved <i>N</i>-two-stage <i>K</i>-means clustering aggregation algorithmic paradigms for HFLTS possibility distributions.
Inf. Fusion, December, 2023

A two-stage consensus model for large-scale group decision-making considering dynamic social networks.
Inf. Fusion, December, 2023

Conflict analysis based on a novel three-way decisions graph model for conflict resolution method under hesitant fuzzy environment.
Inf. Fusion, December, 2023

Incommensurate non-homogeneous system of fuzzy linear fractional differential equations using the fuzzy bunch of real functions.
Fuzzy Sets Syst., December, 2023

Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction.
Artif. Intell. Rev., December, 2023

KNNENS: A k-Nearest Neighbor Ensemble-Based Method for Incremental Learning Under Data Stream With Emerging New Classes.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Multi-View Fuzzy Classification With Subspace Clustering and Information Granules.
IEEE Trans. Knowl. Data Eng., November, 2023

Tangent-Based Path Planning for UAV in a 3-D Low Altitude Urban Environment.
IEEE Trans. Intell. Transp. Syst., November, 2023

Feature data-driven-reinforced fuzzy radial basis function neural network classifier with the aid of preprocessing techniques and particle swarm optimization.
Soft Comput., November, 2023

Construction of a feature enhancement network for small object detection.
Pattern Recognit., November, 2023

Regret theory-based multivariate fusion prediction system and its application to interest rate estimation in multi-scale information systems.
Inf. Fusion, November, 2023

FTransCNN: Fusing Transformer and a CNN based on fuzzy logic for uncertain medical image segmentation.
Inf. Fusion, November, 2023

Within- cross- consensus-view representation-based multi-view multi-label learning with incomplete data.
Neurocomputing, November, 2023

Safety Perception Evaluation of Civil Aviation Based on Weibo Posts in China: An Enhanced Large-Scale Group Decision-Making Framework.
Int. J. Fuzzy Syst., November, 2023

Approximate bisimulations for fuzzy-transition systems.
Fuzzy Sets Syst., November, 2023

A new boundary-degree-based oversampling method for imbalanced data.
Appl. Intell., November, 2023

Interval Dominance-Based Feature Selection for Interval-Valued Ordered Data.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

An Automatic Consensus Reaching Approach With Preference Adjustment Willingness for Group Decision-Making.
IEEE Trans. Fuzzy Syst., October, 2023

NFIG-X: Nonlinear Fuzzy Information Granule Series for Long-Term Traffic Flow Time-Series Forecasting.
IEEE Trans. Fuzzy Syst., October, 2023

Optimal Orbit Design and Mission Scheduling for Sun-Synchronous Orbit On-Orbit Refueling System.
IEEE Trans. Aerosp. Electron. Syst., October, 2023

Design of progressive fuzzy polynomial neural networks through gated recurrent unit structure and correlation/probabilistic selection strategies.
Fuzzy Sets Syst., October, 2023

Automated breast cancer detection in mammography using ensemble classifier and feature weighting algorithms.
Expert Syst. Appl., October, 2023

A Granular Computing-Driven Best-Worst Method for Supporting Group Decision Making.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023

Logistics in the Sky: A Two-Phase Optimization Approach for the Drone Package Pickup and Delivery System.
IEEE Trans. Intell. Transp. Syst., September, 2023

An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems.
IEEE Trans. Cybern., September, 2023

Computing and Clustering in the Environment of Order-2 Information Granules.
IEEE Trans. Cybern., September, 2023

Large-group failure mode and effects analysis for risk management of angle grinders in the construction industry.
Inf. Fusion, September, 2023

Cubic q-Fractional Fuzzy Sets and Their Applications.
Int. J. Fuzzy Syst., September, 2023

Multi-granularity re-ranking for visible-infrared person re-identification.
CAAI Trans. Intell. Technol., September, 2023

A regret theory-based multi-granularity three-way decision model with incomplete T-spherical fuzzy information and its application in forest fire management.
Appl. Soft Comput., September, 2023

Modeling and analysis of cardioimpedance signals using polynomial models and fuzzy rule-based models.
Appl. Soft Comput., September, 2023

Coordinated Scheduling of Air and Space Observation Resources via Divide-and-Conquer Framework and Iterative Optimization.
IEEE Trans. Aerosp. Electron. Syst., August, 2023

Optimizing consistency and consensus in group decision making based on relative projection between multiplicative reciprocal matrices.
Expert Syst. Appl., August, 2023

Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach.
Decis. Support Syst., August, 2023

Center transfer for supervised domain adaptation.
Appl. Intell., August, 2023

Generalized Divergence-Based Decision Making Method With an Application to Pattern Classification.
IEEE Trans. Knowl. Data Eng., July, 2023

Minimum cost consensus model with loss aversion based large-scale group decision making.
J. Oper. Res. Soc., July, 2023

Condition Recognition Method with Information Granulation for Burden Distribution in Blast Furnace.
J. Adv. Comput. Intell. Intell. Informatics, July, 2023

Priority ranking for the best-worst method.
Inf. Sci., July, 2023

Selfish-dilemma consensus analysis for group decision making in the perspective of cooperative game theory.
Eur. J. Oper. Res., July, 2023

Clustering time series under trend-oriented fuzzy information granulation.
Appl. Soft Comput., July, 2023

Fuzzy Rule-Based Local Surrogate Models for Black-Box Model Explanation.
IEEE Trans. Fuzzy Syst., June, 2023

Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network.
IEEE Trans. Cybern., June, 2023

Consensus Reaching Process for Traditional Group Decision Making in View of the Optimal Adjustment Mechanism.
IEEE Trans. Cybern., June, 2023

Derived Multi-population Genetic Algorithm for Adaptive Fuzzy C-Means Clustering.
Neural Process. Lett., June, 2023

Verifying and managing additive consistency and deriving weights for hesitant fuzzy preference relations.
J. Oper. Res. Soc., June, 2023

Rule-based fuzzy neural networks realized with the aid of linear function Prototype-driven fuzzy clustering and layer Reconstruction-based network design strategy.
Expert Syst. Appl., June, 2023

A novel group decision-making approach in multi-scale environments.
Appl. Intell., June, 2023

ORESTE-SORT: a novel multiple criteria sorting method for sorting port group competitiveness.
Ann. Oper. Res., June, 2023

Deep learning, graph-based text representation and classification: a survey, perspectives and challenges.
Artif. Intell. Rev., June, 2023

Task Scheduling Under a Novel Framework for Data Relay Satellite Network via Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., May, 2023

Low-Rank Linear Embedding for Robust Clustering.
IEEE Trans. Knowl. Data Eng., May, 2023

Granular Data Compression and Representation.
IEEE Trans. Fuzzy Syst., May, 2023

Design of Granular Model: A Method Driven by Hyper-Box Iteration Granulation.
IEEE Trans. Cybern., May, 2023

A user-guided reduction concept lattice and its algebraic structure.
Expert Syst. Appl., May, 2023

Solving energy-efficient fuzzy hybrid flow-shop scheduling problem at a variable machine speed using an extended NSGA-II.
Eng. Appl. Artif. Intell., May, 2023

Minimum cost consensus model with altruistic preference.
Comput. Ind. Eng., May, 2023

Granular Computing Approach to Evaluate Spatio-Temporal Events in Intuitionistic Fuzzy Sets Data through Formal Concept Analysis.
Axioms, May, 2023

Evaluation of agriculture-food 4.0 supply chain approaches using Fermatean probabilistic hesitant-fuzzy sets based decision making model.
Appl. Soft Comput., May, 2023

A novel multi-level framework for anomaly detection in time series data.
Appl. Intell., May, 2023

Fuzzy Clustering With Knowledge Extraction and Granulation.
IEEE Trans. Fuzzy Syst., April, 2023

Viewpoint-Based Kernel Fuzzy Clustering With Weight Information Granules.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

MIC-Net: A deep network for cross-site segmentation of COVID-19 infection in the fog-assisted IoMT.
Inf. Sci., April, 2023

ExtendedSketch+: Super host identification and network host trust evaluation with memory efficiency and high accuracy.
Inf. Fusion, April, 2023

Revisiting the consistency improvement and consensus reaching processes of intuitionistic multiplicative preference relations.
Eng. Appl. Artif. Intell., April, 2023

Reinforced Two-Stream Fuzzy Neural Networks Architecture Realized With the Aid of One-Dimensional/Two-Dimensional Data Features.
IEEE Trans. Fuzzy Syst., March, 2023

A Design of Granular Classifier Based on Granular Data Descriptors.
IEEE Trans. Cybern., March, 2023

A Multiattribute Group Decision-Making Method With Probabilistic Linguistic Information Based on an Adaptive Consensus Reaching Model and Evidential Reasoning.
IEEE Trans. Cybern., March, 2023

A GV-drone arc routing approach for urban traffic patrol by coordinating a ground vehicle and multiple drones.
Swarm Evol. Comput., March, 2023

Perturbation-based oversampling technique for imbalanced classification problems.
Int. J. Mach. Learn. Cybern., March, 2023

Multi-source fuzzy comprehensive evaluation.
Appl. Soft Comput., March, 2023

Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems.
IEEE Trans. Fuzzy Syst., February, 2023

Assessing Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With the Wisdom of Crowds.
IEEE Trans. Fuzzy Syst., February, 2023

Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework.
Appl. Soft Comput., February, 2023

Fuzzy Decision Analysis: Multi Attribute Decision Making Approach
Studies in Computational Intelligence 1121, Springer, ISBN: 978-3-031-44741-9, 2023

Design and Development of Granular Fuzzy Rule-Based Models for Knowledge Transfer.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Consensus Model Driven by Interpretable Rules in Large-Scale Group Decision Making With Optimal Allocation of Information Granularity.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Minimum Cost Consensus With Altruism Utility Constraints in Social Network Group Decision Making.
IEEE Trans. Syst. Man Cybern. Syst., 2023

An Approach for Incremental Mining of Clickstream Patterns as a Service Application.
IEEE Trans. Serv. Comput., 2023

Failure Mode and Effect Analysis Using T-Spherical Fuzzy Maximizing Deviation and Combined Comparison Solution Methods.
IEEE Trans. Reliab., 2023

K-Means Clustering-Based Kernel Canonical Correlation Analysis for Multimodal Emotion Recognition in Human-Robot Interaction.
IEEE Trans. Ind. Electron., 2023

A Design of Fuzzy Rule-Based Models With Data Privacy.
IEEE Trans. Fuzzy Syst., 2023

Design of Distributed Rule-Based Models in the Presence of Large Data.
IEEE Trans. Fuzzy Syst., 2023

Feature Selection Approach Based on Improved Fuzzy C-Means With Principle of Refined Justifiable Granularity.
IEEE Trans. Fuzzy Syst., 2023

Consistency and Consensus Analysis for Group Decision Making With Fuzzy Preference Relations Based on Cooperative Game Theory.
IEEE Trans. Fuzzy Syst., 2023

Transfer Learning Realized With Nonlinearly Transformed Input Space.
IEEE Trans. Emerg. Top. Comput., 2023

Automatic Variable Reduction.
IEEE Trans. Evol. Comput., 2023

Consensus Reaching Based on Social Influence Evolution in Group Decision Making.
IEEE Trans. Cybern., 2023

Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting.
IEEE Trans. Cybern., 2023

A Fuzzy Clustering Validity Index Induced by Triple Center Relation.
IEEE Trans. Cybern., 2023

Measuring Weak Consistency and Weak Transitivity of Pairwise Comparison Matrices.
IEEE Trans. Cybern., 2023

Amer: A New Attribute-Missing Network Embedding Approach.
IEEE Trans. Cybern., 2023

CircularE: A Complex Space Circular Correlation Relational Model for Link Prediction in Knowledge Graph Embedding.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

A Dynamic Scheduling Framework for Byproduct Gas System Combining Expert Knowledge and Production Plan.
IEEE Trans Autom. Sci. Eng., 2023

A Hidden Markov Model-based fuzzy modeling of multivariate time series.
Soft Comput., 2023

Negation of the Quantum Mass Function for Multisource Quantum Information Fusion With its Application to Pattern Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

SSS-Net: A shadowed-sets-based semi-supervised sample selection network for classification on noise labeled images.
Knowl. Based Syst., 2023

Granular computing approach for the ordinal semantic weighted multiscale values for the attributes in formal concept analysis algorithm.
J. Intell. Fuzzy Syst., 2023

A new deterministic PSO algorithm for real-time systems implemented on low-power devices.
J. Comput. Appl. Math., 2023

Corrigendum to "Weak multi-label learning with missing labels via instance granular discrimination" [Inform. Sci. 594 (2022) 200-216].
Inf. Sci., 2023

Minimum information-loss transformations to support heterogeneous group decision making in a distributed linguistic context.
Inf. Fusion, 2023

An overview of granular computing in decision-making: Extensions, applications, and challenges.
Inf. Fusion, 2023

A linguistic information granulation model based on best-worst method in decision making problems.
Inf. Fusion, 2023

Time series prediction with granular neural networks.
Neurocomputing, 2023

Oversampling method based on GAN for tabular binary classification problems.
Intell. Data Anal., 2023

The odyssey to next-generation computers: cognitive computers (κC) inspired by the brain and powered by intelligent mathematics.
Frontiers Comput. Sci., 2023

How social interactions can affect Modern Code Review.
Frontiers Comput. Sci., 2023

Data preprocessing strategy in constructing convolutional neural network classifier based on constrained particle swarm optimization with fuzzy penalty function.
Eng. Appl. Artif. Intell., 2023

Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems.
Eng. Appl. Artif. Intell., 2023

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.
CoRR, 2023

TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support.
CoRR, 2023

A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks.
CoRR, 2023

A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching.
CoRR, 2023

Ensemble Reinforcement Learning: A Survey.
CoRR, 2023

Combating harmful Internet use with peer assessment and differential evolution.
CoRR, 2023

Requirement-driven sustainable supplier selection: Creating an integrated perspective with stakeholders' interests and the wisdom of expert crowds.
Comput. Ind. Eng., 2023

A three-way classification with fuzzy decision trees.
Appl. Soft Comput., 2023

A novel prospect-theory-based three-way decision methodology in multi-scale information systems.
Artif. Intell. Rev., 2023

Improved Differential Privacy Noise Mechanism in Quantum Machine Learning.
IEEE Access, 2023

Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems.
IEEE Access, 2023

A Systemic Approach to Evaluating the Organizational Agility in Large-Scale Companies.
IEEE Access, 2023

Automatically Prioritizing Tasks in Software Development.
IEEE Access, 2023

Qualitative Clustering of Software Repositories Based on Software Metrics.
IEEE Access, 2023

Short - Term Prediction of Coke Pushing Current Peak Based on Improved ARIMA Model.
Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

A Novel Preference Scale Function Based on Poincaré Metric for Decision-Making.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Preferential Voting and Applications: Approaches Based on Data Envelopment Analysis
471, Springer, ISBN: 978-3-031-30402-6, 2023

2022
Solution of initial-value problem for linear third-order fuzzy differential equations.
Comput. Appl. Math., December, 2022

Dual attention-based sequential auto-encoder for Covid-19 outbreak forecasting: A case study in Vietnam.
Expert Syst. Appl., October, 2022

Prioritizing Tasks in Software Development: a Systematic Literature Review.
Dataset, April, 2022

Metrics for Recommending Corrective and Preventive Actions (CAPAs) in Software Development Projects: a Systematic Literature Review.
Dataset, March, 2022

Construction and Evaluation of Information Granules: From the Perspective of Clustering.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Granular Computing-Driving Hesitant Fuzzy Linguistic Method for Supporting Large-Scale Group Decision Making.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Granular Multilabel Batch Active Learning With Pairwise Label Correlation.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Ensemble Many-Objective Optimization Algorithm Based on Voting Mechanism.
IEEE Trans. Syst. Man Cybern. Syst., 2022

ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2022

The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Bottom-Up Mechanism and Improved Contract Net Protocol for Dynamic Task Planning of Heterogeneous Earth Observation Resources.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Integrating Continual Personalized Individual Semantics Learning in Consensus Reaching in Linguistic Group Decision Making.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Generic Markov Decision Process Model and Reinforcement Learning Method for Scheduling Agile Earth Observation Satellites.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Abnormal Event Detection and Localization via Adversarial Event Prediction.
IEEE Trans. Neural Networks Learn. Syst., 2022

Dynamically Generated Hierarchical Neural Networks Designed With the Aid of Multiple Support Vector Regressors and PNN Architecture With Probabilistic Selection.
IEEE Trans. Neural Networks Learn. Syst., 2022

LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor.
IEEE Trans. Intell. Transp. Syst., 2022

An Autonomous Path Planning Method for Unmanned Aerial Vehicle Based on a Tangent Intersection and Target Guidance Strategy.
IEEE Trans. Intell. Transp. Syst., 2022

License Plate Detection via Information Maximization.
IEEE Trans. Intell. Transp. Syst., 2022

Key Points Estimation and Point Instance Segmentation Approach for Lane Detection.
IEEE Trans. Intell. Transp. Syst., 2022

Solving Multiobjective Fuzzy Job-Shop Scheduling Problem by a Hybrid Adaptive Differential Evolution Algorithm.
IEEE Trans. Ind. Informatics, 2022

Hybrid Intelligent Control Based on Condition Identification for Combustion Process in Heating Furnace of Compact Strip Production.
IEEE Trans. Ind. Electron., 2022

Horizontal Federated Learning of Takagi-Sugeno Fuzzy Rule-Based Models.
IEEE Trans. Fuzzy Syst., 2022

Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation.
IEEE Trans. Fuzzy Syst., 2022

SMAA-Bicapacity-Choquet-Regret Model for Heterogeneous Linguistic MCDM With Interactive Criteria With Bipolar Scale and 2-Tuple Aspirations.
IEEE Trans. Fuzzy Syst., 2022

Analysis of Ranking Consistency in Linguistic Multiple Attribute Decision Making: The Roles of Granularity and Decision Rules.
IEEE Trans. Fuzzy Syst., 2022

Analysis of Acceptably Multiplicative Consistency and Consensus for Incomplete Interval-Valued Intuitionistic Fuzzy Preference Relations.
IEEE Trans. Fuzzy Syst., 2022

Top-Down Granulation Modeling Based on the Principle of Justifiable Granularity.
IEEE Trans. Fuzzy Syst., 2022

The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting.
IEEE Trans. Fuzzy Syst., 2022

Disjunctive Fuzzy Neural Networks: A New Splitting-Based Approach to Designing a T-S Fuzzy Model.
IEEE Trans. Fuzzy Syst., 2022

On Fractional Tikhonov Regularization: Application to the Adaptive Network-Based Fuzzy Inference System for Regression Problems.
IEEE Trans. Fuzzy Syst., 2022

Building Trend Fuzzy Granulation-Based LSTM Recurrent Neural Network for Long-Term Time-Series Forecasting.
IEEE Trans. Fuzzy Syst., 2022

Design of Iterative Fuzzy Radial Basis Function Neural Networks Based on Iterative Weighted Fuzzy C-Means Clustering and Weighted LSE Estimation.
IEEE Trans. Fuzzy Syst., 2022

A Hierarchical Approach to Interpretability of TS Rule-Based Models.
IEEE Trans. Fuzzy Syst., 2022

Evaluating Quality of Models via Prediction Information Granules.
IEEE Trans. Fuzzy Syst., 2022

Federated FCM: Clustering Under Privacy Requirements.
IEEE Trans. Fuzzy Syst., 2022

High-Efficient Fuzzy Querying With HiveQL for Big Data Warehousing.
IEEE Trans. Fuzzy Syst., 2022

A New Fuzzy Spiking Neural Network Based on Neuronal Contribution Degree.
IEEE Trans. Fuzzy Syst., 2022

Multilinear-Trend Fuzzy Information Granule-Based Short-Term Forecasting for Time Series.
IEEE Trans. Fuzzy Syst., 2022

Design of Reinforced Fuzzy Model Driven to Feature Selection Through Univariable-Based Correlation and Multivariable-Based Determination Coefficient Analysis.
IEEE Trans. Fuzzy Syst., 2022

Detection and Classification of Anomalies in Large Datasets on the Basis of Information Granules.
IEEE Trans. Fuzzy Syst., 2022

Hierarchical Axiomatic Fuzzy Set Granulation for Financial Time Series Clustering.
IEEE Trans. Fuzzy Syst., 2022

Fuzzy Relational Matrix Factorization and Its Granular Characterization in Data Description.
IEEE Trans. Fuzzy Syst., 2022

Information Granulation With Rectangular Information Granules and Its Application in Time-Series Similarity Measurement.
IEEE Trans. Fuzzy Syst., 2022

Multimodal Infant Brain Segmentation by Fuzzy-Informed Deep Learning.
IEEE Trans. Fuzzy Syst., 2022

A Majority Rule-Based Measure for Atanassov-Type Intuitionistic Membership Grades in MCDM.
IEEE Trans. Fuzzy Syst., 2022

Expertise-Structure and Risk-Appetite-Integrated Two-Tiered Collective Opinion Generation Framework for Large-Scale Group Decision Making.
IEEE Trans. Fuzzy Syst., 2022

Acquisition of Z-Number-Valued Clusters by Using a New Compound Function.
IEEE Trans. Fuzzy Syst., 2022

Logic-Oriented Autoencoders and Granular Logic Autoencoders: Developing Interpretable Data Representation.
IEEE Trans. Fuzzy Syst., 2022

Granular Symmetric Implicational Method.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Voting-Mechanism-Based Ensemble Framework for Constraint Handling Techniques.
IEEE Trans. Evol. Comput., 2022

ExtendedSketch: Fusing Network Traffic for Super Host Identification With a Memory Efficient Sketch.
IEEE Trans. Dependable Secur. Comput., 2022

SuperSketch: A Multi-Dimensional Reversible Data Structure for Super Host Identification.
IEEE Trans. Dependable Secur. Comput., 2022

A Two-Stage Approach for Constructing Type-2 Information Granules.
IEEE Trans. Cybern., 2022

A Granular Approach to Interval Output Estimation for Rule-Based Fuzzy Models.
IEEE Trans. Cybern., 2022

A Promotive Particle Swarm Optimizer With Double Hierarchical Structures.
IEEE Trans. Cybern., 2022

Exponential Stability of Fractional-Order Switched Systems With Mode-Dependent Impulses and Its Application.
IEEE Trans. Cybern., 2022

Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation.
IEEE Trans. Cybern., 2022

Oscillation-Bound Estimation of Perturbations Under Bandler-Kohout Subproduct.
IEEE Trans. Cybern., 2022

Granularity and Entropy of Intuitionistic Fuzzy Information and Their Applications.
IEEE Trans. Cybern., 2022

Optimization of Granulation-Degranulation Mechanism Through Neurocomputing.
IEEE Trans. Cybern., 2022

A Group-Based Distance Learning Method for Semisupervised Fuzzy Clustering.
IEEE Trans. Cybern., 2022

Semisupervised Learning via Axiomatic Fuzzy Set Theory and SVM.
IEEE Trans. Cybern., 2022

Weighted Kernel Fuzzy C-Means-Based Broad Learning Model for Time-Series Prediction of Carbon Efficiency in Iron Ore Sintering Process.
IEEE Trans. Cybern., 2022

Identification of Fuzzy Rule-Based Models With Collaborative Fuzzy Clustering.
IEEE Trans. Cybern., 2022

Granular Fuzzy Rule-Based Modeling With Incomplete Data Representation.
IEEE Trans. Cybern., 2022

Hierarchical Granular Computing-Based Model and Its Reinforcement Structural Learning for Construction of Long-Term Prediction Intervals.
IEEE Trans. Cybern., 2022

Trend-Based Granular Representation of Time Series and its Application in Clustering.
IEEE Trans. Cybern., 2022

Operating Performance Improvement Based on Prediction and Grade Assessment for Sintering Process.
IEEE Trans. Cybern., 2022

Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models.
IEEE Trans. Cybern., 2022

A Differential Evolution-Based Consistency Improvement Method in AHP With an Optimal Allocation of Information Granularity.
IEEE Trans. Cybern., 2022

Two-Stage Fuzzy Fusion Based-Convolution Neural Network for Dynamic Emotion Recognition.
IEEE Trans. Affect. Comput., 2022

Flexible Task Scheduling in Data Relay Satellite Networks.
IEEE Trans. Aerosp. Electron. Syst., 2022

ACDB-EA: Adaptive convergence-diversity balanced evolutionary algorithm for many-objective optimization.
Swarm Evol. Comput., 2022

A comprehensive study on effect of multi-subgroup background in group decision-making.
Soft Comput., 2022

A new effective approximate multiplication operation on LR fuzzy numbers and its application.
Soft Comput., 2022

Air Pollution Monitoring System with Prediction Abilities Based on Smart Autonomous Sensors Equipped with ANNs with Novel Training Scheme.
Remote. Sens., 2022

Motion-blurred image restoration framework based on parameter estimation and fuzzy radial basis function neural networks.
Pattern Recognit., 2022

Correction to: Measuring consistency of interval-valued preference relations: comments and comparison.
Oper. Res., 2022

Measuring consistency of interval-valued preference relations: comments and comparison.
Oper. Res., 2022

Solving Fractional Fuzzy Impulsive Differential Equations with Uncertainty by Novel Computational Technique.
New Math. Nat. Comput., 2022

Multi-view multi-label-based online method with threefold correlations and dynamic updating multi-region.
Neural Comput. Appl., 2022

Fractional-order differentiation based sparse representation for multi-focus image fusion.
Multim. Tools Appl., 2022

Novel fusion strategies for continuous interval-valued q-rung orthopair fuzzy information: a case study in quality assessment of SmartWatch appearance design.
Int. J. Mach. Learn. Cybern., 2022

Selection of data products: a hybrid AFSA-MABAC approach.
Int. J. Mach. Learn. Cybern., 2022

Global structure-guided neighborhood preserving embedding for dimensionality reduction.
Int. J. Mach. Learn. Cybern., 2022

A new classifier for imbalanced data with iterative learning process and ensemble operating process.
Knowl. Based Syst., 2022

Convolutional rule inference network based on belief rule-based system using an evidential reasoning approach.
Knowl. Based Syst., 2022

Resource-constrained self-organized optimization for near-real-time offloading satellite earth observation big data.
Knowl. Based Syst., 2022

Fuzzy relational representation, modeling and interpretation of temporal data.
Knowl. Based Syst., 2022

Interactive multilevel programming approaches in neutrosophic environments.
J. Ambient Intell. Humaniz. Comput., 2022

Special issue on new advanced techniques in security of artificial intelligence.
J. Ambient Intell. Humaniz. Comput., 2022

A q-rung orthopair fuzzy decision-making model with new score function and best-worst method for manufacturer selection.
Inf. Sci., 2022

Weak multi-label learning with missing labels via instance granular discrimination.
Inf. Sci., 2022

Design alternative assessment and selection: A novel Z-cloud rough number-based BWM-MABAC model.
Inf. Sci., 2022

Linguistic information-based granular computing based on a tournament selection operator-guided PSO for supporting multi-attribute group decision-making with distributed linguistic preference relations.
Inf. Sci., 2022

A Linguistic Information Granulation Model and Its Penalty Function-Based Co-Evolutionary PSO Solution Approach for Supporting GDM with Distributed Linguistic Preference Relations.
Inf. Fusion, 2022

Two flexibility degrees-driven consensus model in group decision making with intuitionistic fuzzy preference relations.
Inf. Fusion, 2022

Applications of sketches in network traffic measurement: A survey.
Inf. Fusion, 2022

An improved DV-Hop algorithm based on differential simulated annealing evolution.
Int. J. Sens. Networks, 2022

Ensembling perturbation-based oversamplers for imbalanced datasets.
Neurocomputing, 2022

Design of stabilized fuzzy relation-based neural networks driven to ensemble neurons/layers and multi-optimization.
Neurocomputing, 2022

Fuzzy clustering-based neural networks modelling reinforced with the aid of support vectors-based clustering and regularization technique.
Neurocomputing, 2022

Development of two-phase logic-oriented fuzzy AND/OR network.
Neurocomputing, 2022

Occupancy-based utility pattern mining in dynamic environments of intelligent systems.
Int. J. Intell. Syst., 2022

A data variability index: Quantifying complexity of models and analyzing adversarial data.
Int. J. Intell. Syst., 2022

MAGDM Framework Based on Double Hierarchy Bipolar Hesitant Fuzzy Linguistic Information and Its Application to Optimal Selection of Talents.
Int. J. Fuzzy Syst., 2022

The Sequence of Neutrosophic Soft Sets and a Decision-Making Problem in Medical Diagnosis.
Int. J. Fuzzy Syst., 2022

Archimedean Compensatory Fuzzy Logic as a Pluralist Contextual Theory Useful for Knowledge Discovery.
Int. J. Fuzzy Syst., 2022

Selective label enhancement for multi-label classification based on three-way decisions.
Int. J. Approx. Reason., 2022

An error correction prediction model based on three-way decision and ensemble learning.
Int. J. Approx. Reason., 2022

Integrating Variable Reduction Strategy With Evolutionary Algorithms for Solving Nonlinear Equations Systems.
IEEE CAA J. Autom. Sinica, 2022

An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem.
IEEE CAA J. Autom. Sinica, 2022

Reinforced fuzzy clustering-based rule model constructed with the aid of exponentially weighted <i>ℓ</i><sub>2</sub> regularization strategy and augmented random vector functional link network.
Fuzzy Sets Syst., 2022

Ensemble fuzzy radial basis function neural networks architecture driven with the aid of multi-optimization through clustering techniques and polynomial-based learning.
Fuzzy Sets Syst., 2022

Granular computing: An augmented scheme of degranulation through a modified partition matrix.
Fuzzy Sets Syst., 2022

Double iterative learning-based polynomial based-RBFNNs driven by the aid of support vector-based kernel fuzzy clustering and least absolute shrinkage deviations.
Fuzzy Sets Syst., 2022

A straightforward approach for solving dual fuzzy linear systems.
Fuzzy Sets Syst., 2022

Special Issue on Artificial Intelligence-of-Things (AIoT): Opportunities, Challenges, and Solutions-Part I: Artificial Intelligence Applications in Various Fields.
Future Gener. Comput. Syst., 2022

Special Issue on Artificial Intelligence-of-Things (AIoT): Opportunities, Challenges, and Solutions-Part II: Artificial-Intelligence-Powered Internet of Things.
Future Gener. Comput. Syst., 2022

Anomaly detection based on a granular Markov model.
Expert Syst. Appl., 2022

Consensus reaching with trust evolution in social network group decision making.
Expert Syst. Appl., 2022

Hybrid fuzzy multiple SVM classifier through feature fusion based on convolution neural networks and its practical applications.
Expert Syst. Appl., 2022

Design Gaussian information granule based on the principle of justifiable granularity: A multi-dimensional perspective.
Expert Syst. Appl., 2022

Socially aware fuzzy vehicle routing problem: A topic modeling based approach for driver well-being.
Expert Syst. Appl., 2022

Multi granularity based label propagation with active learning for semi-supervised classification.
Expert Syst. Appl., 2022

A personalized individual semantics-based multi-attribute group decision making approach with flexible linguistic expression.
Expert Syst. Appl., 2022

Design of fuzzy rule-based models with fuzzy relational factorization.
Expert Syst. Appl., 2022

Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making.
Eng. Appl. Artif. Intell., 2022

An experience in automatically extracting CAPAs from code repositories.
CoRR, 2022

Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation.
CoRR, 2022

Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning.
CoRR, 2022

Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning.
CoRR, 2022

Vision Transformer with Convolutions Architecture Search.
CoRR, 2022

A Survey on Trust Models in Heterogeneous Networks.
IEEE Commun. Surv. Tutorials, 2022

Optimizing deep neural networks to predict the effect of social distancing on COVID-19 spread.
Comput. Ind. Eng., 2022

Efficiency evaluation with regret-rejoice cross-efficiency DEA models under the distributed linguistic environment.
Comput. Ind. Eng., 2022

Granular data representation under privacy protection: Tradeoff between data utility and privacy via information granularity.
Appl. Soft Comput., 2022

Large-scale group decision-making for prioritizing engineering characteristics in quality function deployment under comparative linguistic environment.
Appl. Soft Comput., 2022

A three-way decision method with prospect theory to multi-attribute decision-making and its applications under hesitant fuzzy environments.
Appl. Soft Comput., 2022

Exploring thermal images for object detection in underexposure regions for autonomous driving.
Appl. Soft Comput., 2022

Mathematical modeling of Vehicle Routing Problem in Omni-Channel retailing.
Appl. Soft Comput., 2022

Granular models as networks of associations of information granules: A development scheme via augmented principle of justifiable granularity.
Appl. Soft Comput., 2022

Soft Computing for Intelligent Edge Computing.
Appl. Soft Comput., 2022

BIM-aided large-scale group decision support: Optimization of the retrofit strategy for existing buildings.
Appl. Soft Comput., 2022

Time Series Reconstruction and Classification: A Comprehensive Comparative Study.
Appl. Intell., 2022

Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy.
Adv. Eng. Informatics, 2022

Hierarchically Reorganized Multi-Layer Fuzzy Neural Networks Architecture Driven With the Aid of Node Selection Strategies and Structural Network Optimization.
IEEE Access, 2022

An Improvement of Consensus in Group Decision-Making Through an Optimal Distribution of Information Granularity.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Managing Inconsistency With an Optimal Distribution of Information Granularity in Fuzzy Preference Relations.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Extracting Corrective Actions from Code Repositories.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Automatically Prioritizing and Assigning Tasks from Code Repositories in Puzzle Driven Development.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Federated Learning, Knowledge Transfer, and Knowledge Distillation: Developments with Information Granules.
Proceedings of the 17th International Conference on Software Technologies, 2022

Issues in the Adoption of the Scaled Agile Framework.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Negative Hesitation Soft Fuzzy Sets and its Application on Decision Making Problems.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2022

ARIMA Feature-Based Approach to Time Series Classification.
Proceedings of the Computational Science - ICCS 2022, 2022

Enhanced Tree-Based Anomaly Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Quadrature-Inspired Generalized Choquet Integral.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Dynamic Expression Recognition-Based Quantitative Evaluation of Teaching Validity Using Valence-Arousal Emotion Space.
Proceedings of the 13th Asian Control Conference, 2022

Analyses of Software Data and Their Interpretations: A Framework of Information Granules.
Proceedings of the 5th International Conference on Algorithms, 2022

Stochastic Sensitivity Regularized Autoencoder for Robust Feature Learning.
Proceedings of the 21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, 2022

Recent Breakthroughs in Cognitive Informatics and Cognitive Computing towards Autonomous AI (Plenary Panel Report-I of IEEE ICCI*CC'22).
Proceedings of the 21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, 2022

A Society-Oriented Environment of Machine Learning.
Proceedings of the 21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, 2022

2021
Emotion Recognition and Understanding for Emotional Human-Robot Interaction Systems
Studies in Computational Intelligence 926, Springer, ISBN: 978-3-030-61576-5, 2021

An Introduction to Computing with Fuzzy Sets - Analysis, Design, and Applications
Intelligent Systems Reference Library 190, Springer, ISBN: 978-3-030-52799-0, 2021

Optimization control method for industrial Internet of Things based on biological adaptive coevolutionary.
Wirel. Networks, 2021

Systems Science and Engineering Research in the Context of Systems, Man, and Cybernetics: Recollection, Trends, and Future Directions.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Fuzzy Grey Choquet Integral for Evaluation of Multicriteria Decision Making Problems With Interactive and Qualitative Indices.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Two-Echelon Routing Problem for Parcel Delivery by Cooperated Truck and Drone.
IEEE Trans. Syst. Man Cybern. Syst., 2021

An Adaptive Resource Allocation Strategy for Objective Space Partition-Based Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Solving Many-Objective Optimization Problems via Multistage Evolutionary Search.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Uncertainty-Aware Online Scheduling for Real-Time Workflows in Cloud Service Environment.
IEEE Trans. Serv. Comput., 2021

An Iterative Two-Phase Optimization Method Based on Divide and Conquer Framework for Integrated Scheduling of Multiple UAVs.
IEEE Trans. Intell. Transp. Syst., 2021

RHUPS: Mining Recent High Utility Patterns with Sliding Window-based Arrival Time Control over Data Streams.
ACM Trans. Intell. Syst. Technol., 2021

Service Optimization of Production Process of Polyester Fiber Based on Immune and Endocrine Regulation Algorithm.
IEEE Trans. Ind. Informatics, 2021

Spatiotemporal Prediction for Energy System of Steel Industry by Generalized Tensor Granularity Based Evolving Type-2 Fuzzy Neural Network.
IEEE Trans. Ind. Informatics, 2021

A Development of Hierarchically Structured Granular Models Realized Through Allocation of Information Granularity.
IEEE Trans. Fuzzy Syst., 2021

Design of Interval Type-2 Information Granules Based on the Principle of Justifiable Granularity.
IEEE Trans. Fuzzy Syst., 2021

Granular Aggregation of Fuzzy Rule-Based Models in Distributed Data Environment.
IEEE Trans. Fuzzy Syst., 2021

Design of Reinforced Hybrid Fuzzy Rule-Based Neural Networks Driven to Inhomogeneous Neurons and Tournament Selection.
IEEE Trans. Fuzzy Syst., 2021

A Comparative Study Between Analytic Hierarchy Process and Its Fuzzy Variants: A Perspective Based on Two Linguistic Models.
IEEE Trans. Fuzzy Syst., 2021

Typical Characteristic-Based Type-2 Fuzzy C-Means Algorithm.
IEEE Trans. Fuzzy Syst., 2021

Design of Reinforced Fuzzy Radial Basis Function Neural Network Classifier Driven With the Aid of Iterative Learning Techniques and Support Vector-Based Clustering.
IEEE Trans. Fuzzy Syst., 2021

Probabilistic Linguistic Term Set With Interval Uncertainty.
IEEE Trans. Fuzzy Syst., 2021

Sparse Regularization-Based Fuzzy C-Means Clustering Incorporating Morphological Grayscale Reconstruction and Wavelet Frames.
IEEE Trans. Fuzzy Syst., 2021

Residual-Sparse Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frame.
IEEE Trans. Fuzzy Syst., 2021

G-Image Segmentation: Similarity-Preserving Fuzzy C-Means With Spatial Information Constraint in Wavelet Space.
IEEE Trans. Fuzzy Syst., 2021

Identification of Fuzzy Rule-Based Models With Output Space Knowledge Guidance.
IEEE Trans. Fuzzy Syst., 2021

Design of Fuzzy Ensemble Architecture Realized With the Aid of FCM-Based Fuzzy Partition and NN With Weighted LSE Estimation.
IEEE Trans. Fuzzy Syst., 2021

Aggregation of Order-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2021

Genetic-Programming-Based Architecture of Fuzzy Modeling: Towards Coping With High-Dimensional Data.
IEEE Trans. Fuzzy Syst., 2021

Granular Description With Multigranularity for Multidimensional Data: A Cone-Shaped Fuzzy Set-Based Method.
IEEE Trans. Fuzzy Syst., 2021

Group Decision Making Based on Flexibility Degree of Fuzzy Numbers Under a Confidence Level.
IEEE Trans. Fuzzy Syst., 2021

Consistency- and Consensus-Based Group Decision-Making Method With Incomplete Probabilistic Linguistic Preference Relations.
IEEE Trans. Fuzzy Syst., 2021

Prediction Intervals for Granular Data Streams Based on Evolving Type-2 Fuzzy Granular Neural Network Dynamic Ensemble.
IEEE Trans. Fuzzy Syst., 2021

Sentiment Analysis for Driver Selection in Fuzzy Capacitated Vehicle Routing Problem With Simultaneous Pick-Up and Drop in Shared Transportation.
IEEE Trans. Fuzzy Syst., 2021

Multigranulation Supertrust Model for Attribute Reduction.
IEEE Trans. Fuzzy Syst., 2021

Designing Distributed Fuzzy Rule-Based Models.
IEEE Trans. Fuzzy Syst., 2021

SFCM: A Fuzzy Clustering Algorithm of Extracting the Shape Information of Data.
IEEE Trans. Fuzzy Syst., 2021

Maximum Fuzzy Consensus Feedback Mechanism With Minimum Cost and Private Interest in Group Decision-Making.
IEEE Trans. Fuzzy Syst., 2021

Adaptive Feature Selection-Based AdaBoost-KNN With Direct Optimization for Dynamic Emotion Recognition in Human-Robot Interaction.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Guest Editorial Evolutionary Computation Meets Deep Learning.
IEEE Trans. Evol. Comput., 2021

A Development of Granular Input Space in System Modeling.
IEEE Trans. Cybern., 2021

Granular Prediction and Dynamic Scheduling Based on Adaptive Dynamic Programming for the Blast Furnace Gas System.
IEEE Trans. Cybern., 2021

Linguistic Distribution and Priority-Based Approximation to Linguistic Preference Relations With Flexible Linguistic Expressions in Decision Making.
IEEE Trans. Cybern., 2021

A Dynamic Adaptive Subgroup-to-Subgroup Compatibility-Based Conflict Detection and Resolution Model for Multicriteria Large-Scale Group Decision Making.
IEEE Trans. Cybern., 2021

Granular Description of Data Structures: A Two-Phase Design.
IEEE Trans. Cybern., 2021

Rule-Based Modeling With DBSCAN-Based Information Granules.
IEEE Trans. Cybern., 2021

Optimal Interaction Priority Calculation From Hesitant Fuzzy Preference Relations Based on the Monte Carlo Simulation Method for the Acceptable Consistency and Consensus.
IEEE Trans. Cybern., 2021

Granular Fuzzy Modeling Guided Through the Synergy of Granulating Output Space and Clustering Input Subspaces.
IEEE Trans. Cybern., 2021

Information Granulation-Based Fuzzy Clustering of Time Series.
IEEE Trans. Cybern., 2021

The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy.
IEEE Trans. Cybern., 2021

Methods for solving LR-bipolar fuzzy linear systems.
Soft Comput., 2021

Agile Earth Observation Satellite Scheduling Over 20 Years: Formulations, Methods, and Future Directions.
IEEE Syst. J., 2021

Periodicity-Oriented Data Analytics on Time-Series Data for Intelligence System.
IEEE Syst. J., 2021

Resource allocation among multiple targets for a defender-attacker game with false targets consideration.
Reliab. Eng. Syst. Saf., 2021

Remote Sensing Imagery Segmentation: A Hybrid Approach.
Remote. Sens., 2021

Projected fuzzy C-means clustering with locality preservation.
Pattern Recognit., 2021

Dense crowd counting based on adaptive scene division.
Int. J. Mach. Learn. Cybern., 2021

An anomaly detection framework for time series data: An interval-based approach.
Knowl. Based Syst., 2021

Prediction of disease-associated circRNAs via circRNA-disease pair graph and weighted nuclear norm minimization.
Knowl. Based Syst., 2021

Augmentation of the reconstruction performance of Fuzzy C-Means with an optimized fuzzification factor vector.
Knowl. Based Syst., 2021

A randomization mechanism for realizing granular models in distributed system modeling.
Knowl. Based Syst., 2021

Improving distributed anti-flocking algorithm for dynamic coverage of mobile wireless networks with obstacle avoidance.
Knowl. Based Syst., 2021

Constraint handling technique based on Lebesgue measure for constrained multiobjective particle swarm optimization algorithm.
Knowl. Based Syst., 2021

Feature-reduction fuzzy co-clustering approach for hyper-spectral image analysis.
Knowl. Based Syst., 2021

Con2Vec: Learning embedding representations for contrast sets.
Knowl. Based Syst., 2021

A consensus model for hesitant fuzzy linguistic group decision-making in the framework of Dempster-Shafer evidence theory.
Knowl. Based Syst., 2021

Information granule-based classifier: A development of granular imputation of missing data.
Knowl. Based Syst., 2021

K-means clustering for the aggregation of HFLTS possibility distributions: N-two-stage algorithmic paradigm.
Knowl. Based Syst., 2021

A generic, cluster-centred lossless compression framework for joint auroral data.
J. Vis. Commun. Image Represent., 2021

An integrated neural network with nonlinear output structure for interval-valued data.
J. Intell. Fuzzy Syst., 2021

Paul Wang: Pro Memoria.
Inf. Sci., 2021

Prelarge-Based Utility-Oriented Data Analytics for Transaction Modifications in Internet of Things.
IEEE Internet Things J., 2021

Network traffic classification for data fusion: A survey.
Inf. Fusion, 2021

Multi-granular linguistic distribution evidential reasoning method for renewable energy project risk assessment.
Inf. Fusion, 2021

Online-review analysis based large-scale group decision-making for determining passenger demands and evaluating passenger satisfaction: Case study of high-speed rail system in China.
Inf. Fusion, 2021

Fuzzy reinforced polynomial neural networks constructed with the aid of PNN architecture and fuzzy hybrid predictor based on nonlinear function.
Neurocomputing, 2021

A novel method based on probabilistic linguistic term sets and its application in ranking products through online ratings.
Int. J. Intell. Syst., 2021

A new method for deriving priority from dual hesitant fuzzy preference relations.
Int. J. Intell. Syst., 2021

Average utility driven data analytics on damped windows for intelligent systems with data streams.
Int. J. Intell. Syst., 2021

Continuous Linguistic Variables and Their Applications to Data Mining and Time Series Prediction.
Int. J. Fuzzy Syst., 2021

Dynamic Relationship Network Analysis Based on Louvain Algorithm for Large-Scale Group Decision Making.
Int. J. Comput. Intell. Syst., 2021

A real adjacency matrix-coded evolution algorithm for highly linkage-based routing problems.
Int. J. Bio Inspired Comput., 2021

Development of Granular Fuzzy Relation Equations Based on a Subset of Data.
IEEE CAA J. Autom. Sinica, 2021

Residual-driven Fuzzy C-Means Clustering for Image Segmentation.
IEEE CAA J. Autom. Sinica, 2021

Principles for constructing three-way approximations of fuzzy sets: A comparative evaluation based on unsupervised learning.
Fuzzy Sets Syst., 2021

Fuzzy quasi-linear SVM classifier: Design and analysis.
Fuzzy Sets Syst., 2021

Optimizing the prototypes with a novel data weighting algorithm for enhancing the classification performance of fuzzy clustering.
Fuzzy Sets Syst., 2021

Efficient algorithms for mining closed high utility itemsets in dynamic profit databases.
Expert Syst. Appl., 2021

Research on the consistency of additive trapezoidal fuzzy preference relations.
Expert Syst. Appl., 2021

A hierarchical consensus reaching process for group decision making with noncooperative behaviors.
Eur. J. Oper. Res., 2021

Failure mode and effect analysis: A three-way decision approach.
Eng. Appl. Artif. Intell., 2021

Interactive algorithms for normalized probabilistic linguistic preference relations in view of the disjunctive probability based consistency and consensus analysis.
Eng. Appl. Artif. Intell., 2021

Prediction model of burn-through point with fuzzy time series for iron ore sintering process.
Eng. Appl. Artif. Intell., 2021

A Survey on Trust Evaluation Based on Machine Learning.
ACM Comput. Surv., 2021

A Two-stage Framework and Reinforcement Learning-based Optimization Algorithms for Complex Scheduling Problems.
CoRR, 2021

A Novel Resource Productivity Based on Granular Neural Network in Cloud Computing.
Complex., 2021

A population randomization-based multi-objective genetic algorithm for gesture adaptation in human-robot interaction.
Sci. China Inf. Sci., 2021

Dual hesitant fuzzy decision making in optimization models.
Comput. Ind. Eng., 2021

An improved numerical iterative method for solving nonlinear fuzzy Fredholm integral equations via Picard's method and generalized quadrature rule.
Comput. Appl. Math., 2021

Constrained tolerance rough set in incomplete information systems.
CAAI Trans. Intell. Technol., 2021

A Compensatory Fuzzy Logic Model in Technical Trading.
Axioms, 2021

Transdisciplinary Scientific Strategies for Soft Computing Development: Towards an Era of Data and Business Analytics.
Axioms, 2021

Building fuzzy relationships between compressive strength and 3D microstructural image features for cement hydration using Gaussian mixture model-based polynomial radial basis function neural networks.
Appl. Soft Comput., 2021

Designing of higher order information granules through clustering heterogeneous granular data.
Appl. Soft Comput., 2021

Maximizing minority accuracy for imbalanced pattern classification problems using cost-sensitive Localized Generalization Error Model.
Appl. Soft Comput., 2021

Chi-MFlexDT: Chi-square-based multi flexible fuzzy decision tree for data stream classification.
Appl. Soft Comput., 2021

Pricing of satellite image data products: Neutrosophic fuzzy pricing approaches under different game scenarios.
Appl. Soft Comput., 2021

Clustering-based anomaly detection in multivariate time series data.
Appl. Soft Comput., 2021

Fuzzy C-Means-based Isolation Forest.
Appl. Soft Comput., 2021

Sustainable building material selection: An integrated multi-criteria large group decision making framework.
Appl. Soft Comput., 2021

A comparative analysis of bio-inspired optimization algorithms for automated test pattern generation in sequential circuits.
Appl. Soft Comput., 2021

Multi-Swarm Optimization for Extracting Multiple-Choice Tests From Question Banks.
IEEE Access, 2021

A Comprehensive Analysis of the Impact of Selecting the Training Set Elements on the Correctness of Classification for Highly Variable Ecological Data.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

The Concept of Granular Representation of the Information Potential of Variables.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Classification of Complex Ecological Objects with the Use of Information Granules.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

K-Medoids Clustering and Fuzzy Sets for Isolation Forest.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

An Approach to Determine Best Cutting-points in Group Decision Making Problems with Information Granules.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Interpretability and Explainability Facets of Data Analytics: Symbols and Information Granules.
Proceedings of the 6th International Conference on Complexity, 2021

IEEE ICCI*CC Series in Year 20: Latest Advances in Cognitive Informatics and Cognitive Computing towards General AI (Plenary Panel Report-I).
Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

From Data to Information Granules: An Environment of Granular Computing.
Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

2020
The benefits and drawbacks of data mining technologies.
WIREs Data Mining Knowl. Discov., 2020

A Novel Semi-Supervised Sparse Bayesian Regression Based on Variational Inference for Industrial Datasets With Incomplete Outputs.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Development and Analysis of Neural Networks Realized in the Presence of Granular Data.
IEEE Trans. Neural Networks Learn. Syst., 2020

NewMCOS: Towards a Practical Multi-Cloud Oblivious Storage Scheme.
IEEE Trans. Knowl. Data Eng., 2020

A Weighted Fidelity and Regularization-Based Method for Mixed or Unknown Noise Removal From Images on Graphs.
IEEE Trans. Image Process., 2020

Prediction Performance Improvement via Anomaly Detection and Correction of Actual Production Data in Iron Ore Sintering Process.
IEEE Trans. Ind. Informatics, 2020

A Fuzzy Control Strategy of Burn-Through Point Based on the Feature Extraction of Time-Series Trend for Iron Ore Sintering Process.
IEEE Trans. Ind. Informatics, 2020

A Novel Group Decision-Making Method for Interval-Valued Intuitionistic Multiplicative Preference Relations.
IEEE Trans. Fuzzy Syst., 2020

Iterative Algorithms to Manage the Consistency and Consensus for Group Decision-Making With Hesitant Multiplicative Preference Relations.
IEEE Trans. Fuzzy Syst., 2020

Editorial: Fuzzy Logic and Artificial Intelligence: A Special Issue on Emerging Techniques and Their Applications.
IEEE Trans. Fuzzy Syst., 2020

Hyperplane Division in Fuzzy C-Means: Clustering Big Data.
IEEE Trans. Fuzzy Syst., 2020

An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Nonstationary Data Streams.
IEEE Trans. Fuzzy Syst., 2020

Output Feedback Model Predictive Control of Interval Type-2 T-S Fuzzy System With Bounded Disturbance.
IEEE Trans. Fuzzy Syst., 2020

A Hybrid Intelligent Approach to Integrated Fuzzy Multiple Depot Capacitated Green Vehicle Routing Problem With Split Delivery and Vehicle Selection.
IEEE Trans. Fuzzy Syst., 2020

Fast and Effective Learning for Fuzzy Cognitive Maps: A Method Based on Solving Constrained Convex Optimization Problems.
IEEE Trans. Fuzzy Syst., 2020

AFSSE: An Interpretable Classifier With Axiomatic Fuzzy Set and Semantic Entropy.
IEEE Trans. Fuzzy Syst., 2020

Reinforced Fuzzy Clustering-Based Ensemble Neural Networks.
IEEE Trans. Fuzzy Syst., 2020

Solving Fuzzy Job-Shop Scheduling Problem Using DE Algorithm Improved by a Selection Mechanism.
IEEE Trans. Fuzzy Syst., 2020

Guest Editorial for the Special Issue on Fuzzy Rough Sets for Big Data.
IEEE Trans. Fuzzy Syst., 2020

A Fuzzy Deep Neural Network With Sparse Autoencoder for Emotional Intention Understanding in Human-Robot Interaction.
IEEE Trans. Fuzzy Syst., 2020

A Multimodel Prediction Method for Dynamic Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput., 2020

Flexible Linguistic Expressions and Consensus Reaching With Accurate Constraints in Group Decision-Making.
IEEE Trans. Cybern., 2020

Wavelet Frame-Based Fuzzy C-Means Clustering for Segmenting Images on Graphs.
IEEE Trans. Cybern., 2020

Approximation of Fuzzy Sets by Interval Type-2 Trapezoidal Fuzzy Sets.
IEEE Trans. Cybern., 2020

Online Tool Condition Monitoring Based on Parsimonious Ensemble+.
IEEE Trans. Cybern., 2020

Multiple Relevant Feature Ensemble Selection Based on Multilayer Co-Evolutionary Consensus MapReduce.
IEEE Trans. Cybern., 2020

Hyperplane Assisted Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Cybern., 2020

Big Data Processing Workflows Oriented Real-Time Scheduling Algorithm using Task-Duplication in Geo-Distributed Clouds.
IEEE Trans. Big Data, 2020

Hierarchical granular hotspots detection.
Soft Comput., 2020

A design of information granule-based under-sampling method in imbalanced data classification.
Soft Comput., 2020

Linking granular computing, big data and decision making: a case study in urban path planning.
Soft Comput., 2020

Quintuple Implication Principle on interval-valued intuitionistic fuzzy sets.
Soft Comput., 2020

Recognition System Using Fusion Normalization Based on Morphological Features of Post-Exercise ECG for Intelligent Biometrics.
Sensors, 2020

Robust twin support vector regression based on rescaled Hinge loss.
Pattern Recognit., 2020

Granular structure-based incremental updating for multi-label classification.
Knowl. Based Syst., 2020

Consistency and consensus-driven models to personalize individual semantics of linguistic terms for supporting group decision making with distribution linguistic preference relations.
Knowl. Based Syst., 2020

Decision making with a sequential modeling of pairwise comparison process.
Knowl. Based Syst., 2020

Fuzzy associative memories with autoencoding mechanisms.
Knowl. Based Syst., 2020

K-Means-based isolation forest.
Knowl. Based Syst., 2020

Rule-based granular classification: A hypersphere information granule-based method.
Knowl. Based Syst., 2020

Identifying vulnerabilities of SSL/TLS certificate verification in Android apps with static and dynamic analysis.
J. Syst. Softw., 2020

Combining Classifiers for Foreign Pattern Rejection.
J. Artif. Intell. Soft Comput. Res., 2020

Clustering method for production of Z-number based if-then rules.
Inf. Sci., 2020

Data fusion in heterogeneous networks.
Inf. Fusion, 2020

A survey on machine learning for data fusion.
Inf. Fusion, 2020

Self-organized hybrid fuzzy neural networks driven with the aid of probability-based node selection and enhanced input strategy.
Neurocomputing, 2020

On a granular functional link network for classification.
Neurocomputing, 2020

Eigensolutions of Partially Reliable Decision Preferences Described by Matrices of Z-Numbers.
Int. J. Inf. Technol. Decis. Mak., 2020

A normal wiggly hesitant fuzzy linguistic projection-based multiattributive border approximation area comparison method.
Int. J. Intell. Syst., 2020

Editorial on Special Issue: "Fuzzy Models for Business Analytics".
Int. J. Fuzzy Syst., 2020

Data Description Through Information Granules: A Multiview Perspective.
Int. J. Fuzzy Syst., 2020

Citation Analysis of Fuzzy Set Theory Journals: Bibliometric Insights About Authors and Research Areas.
Int. J. Fuzzy Syst., 2020

Bid Evaluation for Major Construction Projects Under Large-Scale Group Decision-Making Environment and Characterized Expertise Levels.
Int. J. Comput. Intell. Syst., 2020

A routing algorithm based on simulated annealing algorithm for maximising wireless sensor networks lifetime with a sink node.
Int. J. Bio Inspired Comput., 2020

Label distribution learning: A local collaborative mechanism.
Int. J. Approx. Reason., 2020

On the use of group theory to generalize elements of pairwise comparisons matrix: A cautionary note.
Int. J. Approx. Reason., 2020

A variable and a fixed ordering of intervals and their application in optimization with interval-valued functions.
Int. J. Approx. Reason., 2020

Granular counting of uncertain data.
Fuzzy Sets Syst., 2020

Generating a hierarchical fuzzy rule-based model.
Fuzzy Sets Syst., 2020

On weak consistency of interval additive reciprocal matrices.
Fuzzy Optim. Decis. Mak., 2020

Efficient transaction deleting approach of pre-large based high utility pattern mining in dynamic databases.
Future Gener. Comput. Syst., 2020

Succinct contrast sets via false positive controlling with an application in clinical process redesign.
Expert Syst. Appl., 2020

Structural optimization of fuzzy rule-based models: Towards efficient complexity management.
Expert Syst. Appl., 2020

Consensus mechanism with maximum-return modifications and minimum-cost feedback: A perspective of game theory.
Eur. J. Oper. Res., 2020

Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach.
Eng. Appl. Artif. Intell., 2020

Integrating Variable Reduction Strategy with Evolutionary Algorithm for Solving Nonlinear Equations Systems.
CoRR, 2020

Exponentially Weighted l_2 Regularization Strategy in Constructing Reinforced Second-order Fuzzy Rule-based Model.
CoRR, 2020

A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes.
CoRR, 2020

Granular Computing: An Augmented Scheme of Degranulation Through a Modified Partition Matrix.
CoRR, 2020

Residual-Sparse Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet frames.
CoRR, 2020

Controlling the worst consistency index for hesitant fuzzy linguistic preference relations in consensus optimization models.
Comput. Ind. Eng., 2020

Bibliometric analysis of rough sets research.
Appl. Soft Comput., 2020

Distribution linguistic preference relations with incomplete symbolic proportions for group decision making.
Appl. Soft Comput., 2020

Fuzzy C-Means clustering through SSIM and patch for image segmentation.
Appl. Soft Comput., 2020

Failure mode and effects analysis (FMEA) for risk assessment based on interval type-2 fuzzy evidential reasoning method.
Appl. Soft Comput., 2020

On the rectangular fuzzy complex linear systems.
Appl. Soft Comput., 2020

Estimating incomplete information in group decision making: A framework of granular computing.
Appl. Soft Comput., 2020

A Method Based on Bivariate Almost Stochastic Dominance for Multiple Criteria Group Decision Making With Probabilistic Dual Hesitant Fuzzy Information.
IEEE Access, 2020

Outlier Processing in Multimodal Emotion Recognition.
IEEE Access, 2020

Robust Multi-Linear Fuzzy SVR Designed With the Aid of Fuzzy C-Means Clustering Based on Insensitive Data Information.
IEEE Access, 2020

A Granular Computing-Based Hybrid Hierarchical Method for Construction of Long-Term Prediction Intervals for Gaseous System of Steel Industry.
IEEE Access, 2020

A Granular Consensus Approach With Minimum Adjustment for Multi-criteria Group Decision Making.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Minority Oversampling Using Sensitivity.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

n-ary Isolation Forest: An Experimental Comparative Analysis.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Information Granules and Granular Models: Selected Design Investigations.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Data Imputation in Related Time Series Using Fuzzy Set-Based Techniques.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

The Concept of Detecting and Classifying Anomalies in Large Data Sets on a Basis of Information Granules.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

The Assessment of Importance of Selected Issues of Software Engineering, IT Project Management, and Programming Paradigms Based on Graphical AHP and Fuzzy C-Means.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Fuzzy Set-Based Isolation Forest.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Multicriteria Decision Making: Scale, Polarity, Symmetry, Interpretability.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Intuitionistic Entropy-Induced Cooperative Symmetric Implicational Inference.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2020

2019
Editorial.
WIREs Data Mining Knowl. Discov., 2019

Cost-Sensitive Weighting and Imbalance-Reversed Bagging for Streaming Imbalanced and Concept Drifting in Electricity Pricing Classification.
IEEE Trans. Ind. Informatics, 2019

Variational Inference-Based Automatic Relevance Determination Kernel for Embedded Feature Selection of Noisy Industrial Data.
IEEE Trans. Ind. Electron., 2019

High-Accuracy Signal Subspace Separation Algorithm Based on Gaussian Kernel Soft Partition.
IEEE Trans. Ind. Electron., 2019

Fuzzy Rule-Based Domain Adaptation in Homogeneous and Heterogeneous Spaces.
IEEE Trans. Fuzzy Syst., 2019

Constructing a Virtual Space for Enhancing the Classification Performance of Fuzzy Clustering.
IEEE Trans. Fuzzy Syst., 2019

Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox.
IEEE Trans. Fuzzy Syst., 2019

A Consistency and Consensus-Based Goal Programming Method for Group Decision-Making With Interval-Valued Intuitionistic Multiplicative Preference Relations.
IEEE Trans. Cybern., 2019

Granular Data Aggregation: An Adaptive Principle of the Justifiable Granularity Approach.
IEEE Trans. Cybern., 2019

Clustering Homogeneous Granular Data: Formation and Evaluation.
IEEE Trans. Cybern., 2019

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems.
IEEE Trans. Cybern., 2019

Aggregation of Classifiers: A Justifiable Information Granularity Approach.
IEEE Trans. Cybern., 2019

Incremental Hash-Bit Learning for Semantic Image Retrieval in Nonstationary Environments.
IEEE Trans. Cybern., 2019

Flexibility Degree of Fuzzy Numbers and its Implication to a Group-Decision-Making Model.
IEEE Trans. Cybern., 2019

Hierarchical clustering of unequal-length time series with area-based shape distance.
Soft Comput., 2019

Granular autoencoders: concepts and design.
Soft Comput., 2019

Augmentation of rule-based models with a granular quantification of results.
Soft Comput., 2019

Quantifying dynamic time warping distance using probabilistic model in verification of dynamic signatures.
Soft Comput., 2019

Improved adaptive image retrieval with the use of shadowed sets.
Pattern Recognit., 2019

Derivation of personalized numerical scales from distribution linguistic preference relations: an expected consistency-based goal programming approach.
Neural Comput. Appl., 2019

Fuzzy time series forecasting based on axiomatic fuzzy set theory.
Neural Comput. Appl., 2019

Fuzziness and incremental information of disjoint regions in double-quantitative decision-theoretic rough set model.
Int. J. Mach. Learn. Cybern., 2019

A classification algorithm with Linear Discriminant Analysis and Axiomatic Fuzzy Sets.
Math. Found. Comput., 2019

On continuity of the entropy-based differently implicational algorithm.
Kybernetika, 2019

A hierarchical memory network-based approach to uncertain streaming data.
Knowl. Based Syst., 2019

Sequential three-way classifier with justifiable granularity.
Knowl. Based Syst., 2019

Random ensemble of fuzzy rule-based models.
Knowl. Based Syst., 2019

Fuzzy granular classification based on the principle of justifiable granularity.
Knowl. Based Syst., 2019

Enhancements of rule-based models through refinements of Fuzzy C-Means.
Knowl. Based Syst., 2019

Logic-driven autoencoders.
Knowl. Based Syst., 2019

Publicly verifiable privacy-preserving aggregation and its application in IoT.
J. Netw. Comput. Appl., 2019

A reversible sketch-based method for detecting and mitigating amplification attacks.
J. Netw. Comput. Appl., 2019

Multicriteria decision making under conditions of uncertainty in application to multiobjective allocation of resources.
Inf. Fusion, 2019

Network traffic fusion and analysis against DDoS flooding attacks with a novel reversible sketch.
Inf. Fusion, 2019

The Distributivity Equations of Semi-Uninorms.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

Improved learning algorithm for two-layer neural networks for identification of nonlinear systems.
Neurocomputing, 2019

Possibilistic fuzzy clustering with high-density viewpoint.
Neurocomputing, 2019

Constrained shadowed sets and fast optimization algorithm.
Int. J. Intell. Syst., 2019

A New Approach to Multiple Time Series Prediction Using MIMO Fuzzy Aggregation Models with Modular Neural Networks.
Int. J. Fuzzy Syst., 2019

Design methodology for Radial Basis Function Neural Networks classifier based on locally linear reconstruction and Conditional Fuzzy C-Means clustering.
Int. J. Approx. Reason., 2019

Fuzzy rule-based models with randomized development mechanisms.
Fuzzy Sets Syst., 2019

IoT-FBAC: Function-based access control scheme using identity-based encryption in IoT.
Future Gener. Comput. Syst., 2019

Causality measures and analysis: A rough set framework.
Expert Syst. Appl., 2019

Clustering of interval-valued time series of unequal length based on improved dynamic time warping.
Expert Syst. Appl., 2019

Record linkage based on a three-way decision with the use of granular descriptors.
Expert Syst. Appl., 2019

Empirical evaluation of feature projection algorithms for multi-view text classification.
Expert Syst. Appl., 2019

Security Data Collection and Data Analytics in the Internet: A Survey.
IEEE Commun. Surv. Tutorials, 2019

Practical Employment of Granular Computing to Complex Application Layer Cyberattack Detection.
Complex., 2019

Hesitant 2-tuple linguistic Bonferroni operators and their utilization in group decision making.
Appl. Soft Comput., 2019

Granular neural networks: A study of optimizing allocation of information granularity in input space.
Appl. Soft Comput., 2019

Multi-SVM based Dempster-Shafer theory for gesture intention understanding using sparse coding feature.
Appl. Soft Comput., 2019

Design of fuzzy radial basis function neural network classifier based on information data preprocessing for recycling black plastic wastes: comparative studies of ATR FT-IR and Raman spectroscopy.
Appl. Intell., 2019

An Aspiration-Based Approach for Qualitative Decision-Making With Complex Linguistic Expressions.
IEEE Access, 2019

A Two-Phase Development of Fuzzy Rule-Based Model and Their Analysis.
IEEE Access, 2019

Managing Missing Values in Intuitionistic Reciprocal Preference Relations: From Numeric Procedures to Granular.
Proceedings of the Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques, 2019

A Deep Learning Model with Data Enrichment for Intent Detection and Slot Filling.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Entropy-Based Symmetric Implicational Method for R-and (S, N)-Implications.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Keynote Speech 1 From Data to Symbols: A Unified Perspective Through Information Granules.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Generalizations of Aggregation Functions for Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Domain Selection of Transfer Learning in Fuzzy Prediction Models.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Clustering of Information Granules in Hotspot Identification.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Consensus Building in Group Decision-Making for the Risk Assessment of Wind Farm Projects.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Evolutionary Constrained Multi-objective Optimization using NSGA-II with Dynamic Constraint Handling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Online Feature Transformation Learning for Cross-Domain Object Category Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018

Hybrid Fuzzy Wavelet Neural Networks Architecture Based on Polynomial Neural Networks and Fuzzy Set/Relation Inference-Based Wavelet Neurons.
IEEE Trans. Neural Networks Learn. Syst., 2018

Identification of Black Plastics Based on Fuzzy RBF Neural Networks: Focused on Data Preprocessing Techniques Through Fourier Transform Infrared Radiation.
IEEE Trans. Ind. Informatics, 2018

Granular Fuzzy Regression Domain Adaptation in Takagi-Sugeno Fuzzy Models.
IEEE Trans. Fuzzy Syst., 2018

Granular Models and Granular Outliers.
IEEE Trans. Fuzzy Syst., 2018

A Design of Granular Takagi-Sugeno Fuzzy Model Through the Synergy of Fuzzy Subspace Clustering and Optimal Allocation of Information Granularity.
IEEE Trans. Fuzzy Syst., 2018

Granular Representation of Data: A Design of Families of ϵ-Information Granules.
IEEE Trans. Fuzzy Syst., 2018

Goal Programming Approaches to Managing Consistency and Consensus for Intuitionistic Multiplicative Preference Relations in Group Decision Making.
IEEE Trans. Fuzzy Syst., 2018

On the Discrete Bisymmetry.
IEEE Trans. Fuzzy Syst., 2018

On Distributed Fuzzy Decision Trees for Big Data.
IEEE Trans. Fuzzy Syst., 2018

Evolving Ensemble Fuzzy Classifier.
IEEE Trans. Fuzzy Syst., 2018

A New Possibilistic Optimization Model for Multiple Criteria Assignment Problem.
IEEE Trans. Fuzzy Syst., 2018

A Modified Consensus Model in Group Decision Making With an Allocation of Information Granularity.
IEEE Trans. Fuzzy Syst., 2018

Design of Reinforced Interval Type-2 Fuzzy C-Means-Based Fuzzy Classifier.
IEEE Trans. Fuzzy Syst., 2018

Large-Scale Multimodality Attribute Reduction With Multi-Kernel Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst., 2018

Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series.
IEEE Trans. Fuzzy Syst., 2018

AFSNN: A Classification Algorithm Using Axiomatic Fuzzy Sets and Neural Networks.
IEEE Trans. Fuzzy Syst., 2018

Hierarchical System Modeling.
IEEE Trans. Fuzzy Syst., 2018

Transfer Boosting With Synthetic Instances for Class Imbalanced Object Recognition.
IEEE Trans. Cybern., 2018

Intuitionistic Multiplicative Group Analytic Hierarchy Process and Its Use in Multicriteria Group Decision-Making.
IEEE Trans. Cybern., 2018

Local-Density-Based Optimal Granulation and Manifold Information Granule Description.
IEEE Trans. Cybern., 2018

Data-Driven Adaptive Probabilistic Robust Optimization Using Information Granulation.
IEEE Trans. Cybern., 2018

Guest Editorial From Intelligent Control to Smart Management of Cyber-Physical-Social Systems: A Celebration of 70th Anniversary of Cybernetics by Norbert Wiener.
IEEE Trans. Cybern., 2018

Automatic Selection of Process Corner Simulations for Faster Design Verification.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Vehicle license plate detection using region-based convolutional neural networks.
Soft Comput., 2018

Granular description of data in a non-stationary environment.
Soft Comput., 2018

Guest Editorial Special Issue on Communications Technologies and Infrastructures for Smart e-Health Systems.
IEEE Syst. J., 2018

Using Stigmergy to Distinguish Event-Specific Topics in Social Discussions.
Sensors, 2018

Towards interval-valued fuzzy set-based collaborative fuzzy clustering algorithms.
Pattern Recognit., 2018

Fuzzy classifiers with information granules in feature space and logic-based computing.
Pattern Recognit., 2018

Design of double fuzzy clustering-driven context neural networks.
Neural Networks, 2018

Assessment for hierarchical medical policy proposals using hesitant fuzzy linguistic analytic network process.
Knowl. Based Syst., 2018

Towards a granular computing approach based on Formal Concept Analysis for discovering periodicities in data.
Knowl. Based Syst., 2018

A group decision making model based on an inconsistency index of interval multiplicative reciprocal matrices.
Knowl. Based Syst., 2018

Data collection for attack detection and security measurement in Mobile Ad Hoc Networks: A survey.
J. Netw. Comput. Appl., 2018

Application of Particle Swarm Optimization to Create Multiple-Choice Tests.
J. Inf. Sci. Eng., 2018

A two stage forecasting approach for interval-valued time series.
J. Intell. Fuzzy Syst., 2018

Covering-based multigranulation decision-theoretic rough set approaches with new strategies.
J. Intell. Fuzzy Syst., 2018

Decision-theoretic rough set approaches to multi-covering approximation spaces based on fuzzy probability measure.
J. Intell. Fuzzy Syst., 2018

Computational intelligence techniques for decision support, data mining and information searching.
Inf. Sci., 2018

Fifty years of Information Sciences: A bibliometric overview.
Inf. Sci., 2018

Topology potential based seed-growth method to identify protein complexes on dynamic PPI data.
Inf. Sci., 2018

Hukuhara difference of Z-numbers.
Inf. Sci., 2018

Functions defined on a set of Z-numbers.
Inf. Sci., 2018

A Granular Functional Network with delay: Some dynamical properties and application to the sign prediction in social networks.
Neurocomputing, 2018

Reinforced hybrid interval fuzzy neural networks architecture: Design and analysis.
Neurocomputing, 2018

Automatic Discovery of Clusters by Removing Noisy Data.
Int. J. Intell. Syst., 2018

Linguistic Descriptors in Face Recognition.
Int. J. Fuzzy Syst., 2018

Generalized Choquet Integral for Face Recognition.
Int. J. Fuzzy Syst., 2018

Development of Multimodal Biometric Systems with Three-Way and Fuzzy Set-Based Decision Mechanisms.
Int. J. Fuzzy Syst., 2018

On the α(u, v)-symmetric implicational method for R- and (S, N)-implications.
Int. J. Approx. Reason., 2018

A method to construct fuzzy implications-rotation construction.
Int. J. Approx. Reason., 2018

Distance-based double-quantitative rough fuzzy sets with logic operations.
Int. J. Approx. Reason., 2018

Background subtraction using Gaussian-Bernoulli restricted Boltzmann machine.
IET Image Process., 2018

Granular computing for data analytics: a manifesto of human-centric computing.
IEEE CAA J. Autom. Sinica, 2018

Spatiotemporal extended fuzzy C-means clustering algorithm for hotspots detection and prediction.
Fuzzy Sets Syst., 2018

Granulating linguistic information in decision making under consensus and consistency.
Expert Syst. Appl., 2018

Development of information granules of higher type and their applications to granular models of time series.
Eng. Appl. Artif. Intell., 2018

An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams.
CoRR, 2018

A comparative study of improved GA and PSO in solving multiple traveling salesmen problem.
Appl. Soft Comput., 2018

Efficient mining product-based fuzzy association rules through central limit theorem.
Appl. Soft Comput., 2018

Multiple attribute decision-making approach based on dual hesitant fuzzy Frank aggregation operators.
Appl. Soft Comput., 2018

Combining heterogeneous classifiers via granular prototypes.
Appl. Soft Comput., 2018

Multi-attribute group decision making based on extended TOPSIS method under interval-valued intuitionistic fuzzy environment.
Appl. Soft Comput., 2018

Corrigendum to "A probabilistic approach for designing nonlinear optimal robust tracking controllers for unmanned aerial vehicles" [Appl. Soft Comput. 34 (2015) 26-28].
Appl. Soft Comput., 2018

Time-series clustering based on linear fuzzy information granules.
Appl. Soft Comput., 2018

Mining constrained inter-sequence patterns: a novel approach to cope with item constraints.
Appl. Intell., 2018

Efficient methods of initializing neuron weights in self-organizing networks implemented in hardware.
Appl. Math. Comput., 2018

Data Representation Based on Interval-Sets for Anomaly Detection in Time Series.
IEEE Access, 2018

Improving Consensus in Group Decision Making with Intuitionistic Reciprocal Preference Relations: A Granular Computing Approach.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

PEA: Parallel Evolutionary Algorithm by Separating Convergence and Diversity for Large-Scale Multi-Objective Optimization.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Multi-level Aggregation in Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

On Some Aspects of an Aggregation Mechanism in Face Recognition Problems.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017
Determining Three-Way Decisions With Decision-Theoretic Rough Sets Using a Relative Value Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Fuzzy Regression Transfer Learning in Takagi-Sugeno Fuzzy Models.
IEEE Trans. Fuzzy Syst., 2017

Granular Encoders and Decoders: A Study in Processing Information Granules.
IEEE Trans. Fuzzy Syst., 2017

Models of Mathematical Programming for Intuitionistic Multiplicative Preference Relations.
IEEE Trans. Fuzzy Syst., 2017

Fuzzy Wavelet Polynomial Neural Networks: Analysis and Design.
IEEE Trans. Fuzzy Syst., 2017

Granular Fuzzy Rule-Based Models: A Study in a Comprehensive Evaluation and Construction of Fuzzy Models.
IEEE Trans. Fuzzy Syst., 2017

Approximate Reasoning on a Basis of Z-Number-Valued If-Then Rules.
IEEE Trans. Fuzzy Syst., 2017

Granular Data Description: Designing Ellipsoidal Information Granules.
IEEE Trans. Cybern., 2017

Incremental Hashing for Semantic Image Retrieval in Nonstationary Environments.
IEEE Trans. Cybern., 2017

Limited Rationality and Its Quantification Through the Interval Number Judgments With Permutations.
IEEE Trans. Cybern., 2017

Data-Based Predictive Optimization for Byproduct Gas System in Steel Industry.
IEEE Trans Autom. Sci. Eng., 2017

A multiple attribute interval type-2 fuzzy group decision making and its application to supplier selection with extended LINMAP method.
Soft Comput., 2017

Modeling with linguistic entities and linguistic descriptors: a perspective of granular computing.
Soft Comput., 2017

A study in facial features saliency in face recognition: an analytic hierarchy process approach.
Soft Comput., 2017

Granular classifiers and their design through refinement of information granules.
Soft Comput., 2017

A two-phase method of forming a granular representation of signals.
Signal Process., 2017

Granular multi-label feature selection based on mutual information.
Pattern Recognit., 2017

An application of chain code-based local descriptor and its extension to face recognition.
Pattern Recognit., 2017

Analysis of spatiotemporal data relationship using information granules.
Int. J. Mach. Learn. Cybern., 2017

An overview on the roles of fuzzy set techniques in big data processing: Trends, challenges and opportunities.
Knowl. Based Syst., 2017

Granular Fuzzy Possibilistic C-Means Clustering approach to DNA microarray problem.
Knowl. Based Syst., 2017

A Piecewise Aggregate pattern representation approach for anomaly detection in time series.
Knowl. Based Syst., 2017

Reinforced rule-based fuzzy models: Design and analysis.
Knowl. Based Syst., 2017

Development of granular models through the design of a granular output spaces.
Knowl. Based Syst., 2017

From fuzzy rule-based models to their granular generalizations.
Knowl. Based Syst., 2017

Fuzzy cognitive maps in the modeling of granular time series.
Knowl. Based Syst., 2017

Granular Bidirectional and Multidirectional Associative Memories: Towards a Collaborative Buildup of Granular Mappings.
J. Inf. Process. Syst., 2017

Covering-based multigranulation decision-theoretic rough sets.
J. Intell. Fuzzy Syst., 2017

Information granulation construction and representation strategies for classification in imbalanced data based on granular computing.
J. Inf. Telecommun., 2017

Computational Intelligence: Retrospection and Future.
J. Adv. Comput. Intell. Intell. Informatics, 2017

Information sciences 1968-2016: A retrospective analysis with text mining and bibliometric.
Inf. Sci., 2017

Grouping granular structures in human granulation intelligence.
Inf. Sci., 2017

Fusing and mining opinions for reputation generation.
Inf. Fusion, 2017

Interval kernel Fuzzy C-Means clustering of incomplete data.
Neurocomputing, 2017

Fuzzy C-Means clustering based on dual expression between cluster prototypes and reconstructed data.
Int. J. Approx. Reason., 2017

Long-term forecasting of time series based on linear fuzzy information granules and fuzzy inference system.
Int. J. Approx. Reason., 2017

Coimplications derived from pseudo-uninorms on a complete lattice.
Int. J. Approx. Reason., 2017

Collaborative fuzzy clustering algorithm: Some refinements.
Int. J. Approx. Reason., 2017

Perspective-oriented data analysis through the development of information granules of order 2.
Int. J. Approx. Reason., 2017

Enhancement of the classification and reconstruction performance of fuzzy C-means with refinements of prototypes.
Fuzzy Sets Syst., 2017

An axiomatic approach to approximation-consistency of triangular fuzzy reciprocal preference relations.
Fuzzy Sets Syst., 2017

Some new qualitative insights into quality of fuzzy rule-based models.
Fuzzy Sets Syst., 2017

Fuzzy rule-based models with interactive rules and their granular generalization.
Fuzzy Sets Syst., 2017

Bi-level plant selection and production allocation model under type-2 fuzzy demand.
Expert Syst. Appl., 2017

Mining erasable itemsets with subset and superset itemset constraints.
Expert Syst. Appl., 2017

An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment.
Eur. J. Oper. Res., 2017

Efficient frequent itemsets mining through sampling and information granulation.
Eng. Appl. Artif. Intell., 2017

A supervised gradient-based learning algorithm for optimized entity resolution.
Data Knowl. Eng., 2017

Satellite observation scheduling with a novel adaptive simulated annealing algorithm and a dynamic task clustering strategy.
Comput. Ind. Eng., 2017

Fuzzy clustering with nonlinearly transformed data.
Appl. Soft Comput., 2017

Using variable reduction strategy to accelerate evolutionary optimization.
Appl. Soft Comput., 2017

An interval space reducing method for constrained problems with particle swarm optimization.
Appl. Soft Comput., 2017

Optimization under uncertainty: A perspective of soft computing.
Appl. Soft Comput., 2017

Development of associative memories with transformed data.
Appl. Soft Comput., 2017

Multivariate time series anomaly detection: A framework of Hidden Markov Models.
Appl. Soft Comput., 2017

Data reconstruction with information granules: An augmented method of fuzzy clustering.
Appl. Soft Comput., 2017

Unsupervised Mode of Rejection of Foreign Patterns.
Appl. Soft Comput., 2017

Hybrid fuzzy polynomial neural networks with the aid of weighted fuzzy clustering method and fuzzy polynomial neurons.
Appl. Intell., 2017

An improvement of multiplicative consistency of reciprocal preference relations: A framework of granular computing.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Analysis of optimization algorithms in automated test pattern generation for sequential circuits.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Hardware implementation of the particle swarm optimization algorithm.
Proceedings of the 24th International Conference Mixed Design of Integrated Circuits and Systems, 2017

On the design of similarity measures based on fuzzy integral.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Spikiness Assessment of Term Occurrences in Microblogs: An Approach based on Computational Stigmergy.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

An Evaluation of Fuzzy Measure for Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Fuzzy rule-based transfer learning for label space adaptation.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A true random number generator based on parallel STT-MTJs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Data-based predictive optimization for by product gas system in steel industry.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016
Computational Intelligence: An Introduction.
Proceedings of the Computational Intelligence and Quantitative Software Engineering, 2016

The Role of Computational Intelligence in Quantitative Software Engineering.
Proceedings of the Computational Intelligence and Quantitative Software Engineering, 2016

Coordinated Planning of Heterogeneous Earth Observation Resources.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Analog Programmable Distance Calculation Circuit for Winner Takes All Neural Network Realized in the CMOS Technology.
IEEE Trans. Neural Networks Learn. Syst., 2016

Mean-Semi-Entropy Models of Fuzzy Portfolio Selection.
IEEE Trans. Fuzzy Syst., 2016

Designing Fuzzy Sets With the Use of the Parametric Principle of Justifiable Granularity.
IEEE Trans. Fuzzy Syst., 2016

Design of Fuzzy Cognitive Maps for Modeling Time Series.
IEEE Trans. Fuzzy Syst., 2016

Classification of Type-2 Fuzzy Sets Represented as Sequences of Vertical Slices.
IEEE Trans. Fuzzy Syst., 2016

Granular Model of Long-Term Prediction for Energy System in Steel Industry.
IEEE Trans. Cybern., 2016

Guest Editorial Special Issue on Granular/Symbolic Data Processing.
IEEE Trans. Cybern., 2016

Data-Distribution-Aware Fuzzy Rough Set Model and its Application to Robust Classification.
IEEE Trans. Cybern., 2016

Design of granular interval-valued information granules with the use of the principle of justifiable granularity and their applications to system modeling of higher type.
Soft Comput., 2016

MFlexDT: multi flexible fuzzy decision tree for data stream classification.
Soft Comput., 2016

Bolstering efficient SSGAs based on an ensemble of probabilistic variable-wise crossover strategies.
Soft Comput., 2016

Global and local structure preserving sparse subspace learning: An iterative approach to unsupervised feature selection.
Pattern Recognit., 2016

Dual autoencoders features for imbalance classification problem.
Pattern Recognit., 2016

Constructing general partial differential equations using polynomial and neural networks.
Neural Networks, 2016

Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values.
Knowl. Based Syst., 2016

From numeric data to information granules: A design through clustering and the principle of justifiable granularity.
Knowl. Based Syst., 2016

A recommender system of reviewers and experts in reviewing problems.
Knowl. Based Syst., 2016

Interval-valued fuzzy set approach to fuzzy co-clustering for data classification.
Knowl. Based Syst., 2016

Rough sets in distributed decision information systems.
Knowl. Based Syst., 2016

Soft set based association rule mining.
Knowl. Based Syst., 2016

Efficient mining of class association rules with the itemset constraint.
Knowl. Based Syst., 2016

Models of time series with time granulation.
Knowl. Inf. Syst., 2016

Covering-based multi-granulation fuzzy rough sets.
J. Intell. Fuzzy Syst., 2016

A novel approach for anomaly detection in data streams: Fuzzy-statistical detection mode.
J. Intell. Fuzzy Syst., 2016

An Interpretability-Accuracy Tradeoff in Learning Parameters of Intuitionistic Fuzzy Rule-Based Systems.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Protein complex identification through Markov clustering with firefly algorithm on dynamic protein-protein interaction networks.
Inf. Sci., 2016

Multiobjective and multiattribute decision making in a fuzzy environment and their power engineering applications.
Inf. Sci., 2016

The general theory of decisions.
Inf. Sci., 2016

Fuzzy associative memories: A design through fuzzy clustering.
Neurocomputing, 2016

A Global Clustering Approach Using Hybrid Optimization for Incomplete Data Based on Interval Reconstruction of Missing Value.
Int. J. Intell. Syst., 2016

Design of radial basis function neural network classifier realized with the aid of data preprocessing techniques: design and analysis.
Int. J. Gen. Syst., 2016

A roughness measure of fuzzy sets from the perspective of distance.
Int. J. Gen. Syst., 2016

Multi-attribute group decision making based on Choquet integral under interval-valued intuitionistic fuzzy environment.
Int. J. Comput. Intell. Syst., 2016

From Fuzzy Models to Granular Fuzzy Models.
Int. J. Comput. Intell. Syst., 2016

An Interpretable Logical Theory: The case of Compensatory Fuzzy Logic.
Int. J. Comput. Intell. Syst., 2016

Development of autofocusing algorithm based on fuzzy transforms.
Fuzzy Sets Syst., 2016

A comparative study of feature extraction methods and their application to P-RBF NNs in face recognition problem.
Fuzzy Sets Syst., 2016

Design of rule-based models through information granulation.
Expert Syst. Appl., 2016

A new model for intuitionistic fuzzy multi-attributes decision making.
Eur. J. Oper. Res., 2016

Type-2 fuzzy multi-objective DEA model: An application to sustainable supplier evaluation.
Appl. Soft Comput., 2016

Granular data imputation: A framework of Granular Computing.
Appl. Soft Comput., 2016

An area-based shape distance measure of time series.
Appl. Soft Comput., 2016

Frank aggregation operators and their application to hesitant fuzzy multiple attribute decision making.
Appl. Soft Comput., 2016

The granular extension of Sugeno-type fuzzy models based on optimal allocation of information granularity and its application to forecasting of time series.
Appl. Soft Comput., 2016

Optimal allocation of information granularity in system modeling through the maximization of information specificity: A development of granular input space.
Appl. Soft Comput., 2016

An efficient algorithm for mining frequent weighted itemsets using interval word segments.
Appl. Intell., 2016

Multicriteria decision making inspired by human cognitive processes.
Appl. Math. Comput., 2016

Algorithmic Developments of Information Granules of Higher Type and Higher Order and Their Applications.
Proceedings of the Fuzzy Logic and Soft Computing Applications, 2016

Utility functions as aggregation functions in face recognition.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Advanced Fuzzy Possibilistic C-means Clustering based on Granular Computing.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Polynomial Neural Network Classifiers Based on Data Preprocessing and Space Search Optimization.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Prediction of the Successful Completion of Requirements in Software Development - An Initial Study.
Proceedings of the Agent and Multi-Agent Systems: Technology and Applications, 2016

A substitution of the general partial differential equation with extended polynomial networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Face recognition by humans performed on basis of linguistic descriptors and neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Assessing the process of an Eastern European software SME using systemic analysis, GQM, and reliability growth models: a case study.
Proceedings of the 38th International Conference on Software Engineering, 2016

Applying scrum to the army: a case study.
Proceedings of the 38th International Conference on Software Engineering, 2016

Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Granular description of data: Building information granules with the aid of the principle of justifiable granularity.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

An expansion of local Granular Models in the design of incremental model.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Linguistic descriptors and fuzzy sets in face recognition realized by humans.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Multiple Kernel Based Collaborative Fuzzy Clustering Algorithm.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Evolutionary Reduction of Fuzzy Rule-Based Models.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Introduction.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Entropic One-Class Classifiers.
IEEE Trans. Neural Networks Learn. Syst., 2015

Global Nonlinear Kernel Prediction for Large Data Set With a Particle Swarm-Optimized Interval Support Vector Regression.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning.
IEEE Trans. Fuzzy Syst., 2015

Robust Granular Optimization: A Structured Approach for Optimization Under Integrated Uncertainty.
IEEE Trans. Fuzzy Syst., 2015

Guest Editorial Web-Based Intelligent Support Systems - Preface to the Special Section.
IEEE Trans. Fuzzy Syst., 2015

Hierarchical Granular Clustering: An Emergence of Information Granules of Higher Type and Higher Order.
IEEE Trans. Fuzzy Syst., 2015

Clustering Granular Data and Their Characterization With Information Granules of Higher Type.
IEEE Trans. Fuzzy Syst., 2015

Multistep Fuzzy Bridged Refinement Domain Adaptation Algorithm and Its Application to Bank Failure Prediction.
IEEE Trans. Fuzzy Syst., 2015

A Competent Memetic Algorithm for Learning Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Syst., 2015

Human Experts' and a Fuzzy Model's Predictions of Outcomes of Scoliosis Treatment: A Comparative Analysis.
IEEE Trans. Biomed. Eng., 2015

Distributed proximity-based granular clustering: towards a development of global structural relationships in data.
Soft Comput., 2015

Erratum to: Description, analysis, and classification of biomedical signals: a computational intelligence approach.
Soft Comput., 2015

Description and classification of granular time series.
Soft Comput., 2015

Clustering in augmented space of granular constraints: A study in knowledge-based clustering.
Pattern Recognit. Lett., 2015

Subspace learning for unsupervised feature selection via matrix factorization.
Pattern Recognit., 2015

Fuzzy rule based decision trees.
Pattern Recognit., 2015

Optimized face recognition algorithm using radial basis function neural networks and its practical applications.
Neural Networks, 2015

On Scalar Products and Decomposition Theorems of Fuzzy Soft Sets.
J. Multiple Valued Log. Soft Comput., 2015

Quantification of side-channel information leaks based on data complexity measures for web browsing.
Int. J. Mach. Learn. Cybern., 2015

Unsupervised feature selection via maximum projection and minimum redundancy.
Knowl. Based Syst., 2015

An extended VIKOR method based on prospect theory for multiple attribute decision making under interval type-2 fuzzy environment.
Knowl. Based Syst., 2015

Data description: A general framework of information granules.
Knowl. Based Syst., 2015

Designing granular fuzzy models: A hierarchical approach to fuzzy modeling.
Knowl. Based Syst., 2015

Approximation grid evaluation-based PID control in cascade with nonlinear gain.
J. Frankl. Inst., 2015

Granular fuzzy modeling with evolving hyperboxes in multi-dimensional space of numerical data.
Neurocomputing, 2015

A Human-Computer Cooperation Fuzzy c-Means Clustering with Interval-Valued Weights.
Int. J. Intell. Syst., 2015

Hesitant Fuzzy Maclaurin Symmetric Mean Operators and Its Application to Multiple-Attribute Decision Making.
Int. J. Fuzzy Syst., 2015

Concepts and Design Aspects of Granular Models of Type-1 and Type-2.
Int. J. Fuzzy Log. Intell. Syst., 2015

Archimedean-Compensatory Fuzzy Logic Systems.
Int. J. Comput. Intell. Syst., 2015

Granular fuzzy models: Analysis, design, and evaluation.
Int. J. Approx. Reason., 2015

Using interval information granules to improve forecasting in fuzzy time series.
Int. J. Approx. Reason., 2015

A rule-based development of incremental models.
Int. J. Approx. Reason., 2015

Comparative analysis of logic operators: A perspective of statistical testing and granular computing.
Int. J. Approx. Reason., 2015

Granular fuzzy rule-based architectures: Pursuing analysis and design in the framework of granular computing.
Intell. Decis. Technol., 2015

Semi-supervising Interval Type-2 Fuzzy C-Means clustering with spatial information for multi-spectral satellite image classification and change detection.
Comput. Geosci., 2015

FORA - A fuzzy set based framework for online reputation management.
Fuzzy Sets Syst., 2015

From fuzzy data analysis and fuzzy regression to granular fuzzy data analysis.
Fuzzy Sets Syst., 2015

Towards hybrid clustering approach to data classification: Multiple kernels based interval-valued Fuzzy C-Means algorithms.
Fuzzy Sets Syst., 2015

Set-valued samples based support vector regression and its applications.
Expert Syst. Appl., 2015

An expansion of fuzzy information granules through successive refinements of their information content and their use to system modeling.
Expert Syst. Appl., 2015

Description and prediction of time series: A general framework of Granular Computing.
Expert Syst. Appl., 2015

Mining system logs to learn error predictors: a case study of a telemetry system.
Empir. Softw. Eng., 2015

Time series long-term forecasting model based on information granules and fuzzy clustering.
Eng. Appl. Artif. Intell., 2015

Contrastive divergence for memristor-based restricted Boltzmann machine.
Eng. Appl. Artif. Intell., 2015

Fuzzy clustering of time series data using dynamic time warping distance.
Eng. Appl. Artif. Intell., 2015

Local-Structure Adaptive Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection.
CoRR, 2015

A variable reduction strategy for evolutionary algorithms handling equality constraints.
Appl. Soft Comput., 2015

Fuzzy clustering with semantic interpretation.
Appl. Soft Comput., 2015

Three-way decisions based on decision-theoretic rough sets under linguistic assessment with the aid of group decision making.
Appl. Soft Comput., 2015

A probabilistic approach for designing nonlinear optimal robust tracking controllers for unmanned aerial vehicles.
Appl. Soft Comput., 2015

Corrigendum to "A characterization of electrocardiogram signals through optimal allocation of information granularity" [Artif. Intell. Med. 54(2012) 125-134].
Artif. Intell. Medicine, 2015

Querying RDF Data with Imprecise Time Phrases.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Linguistic descriptors in face recognition: A literature survey and the perspectives of future development.
Proceedings of the Signal Processing: Algorithms, 2015

Knowledge Representation through Graphs.
Proceedings of the 2015 International Conference on Soft Computing and Software Engineering, 2015

The Directed Compatibility Between Ordered Fuzzy Numbers - A Base Tool for a Direction Sensitive Fuzzy Information Processing.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Time Series Modelling with Fuzzy Cognitive Maps - Study on an Alternative Concept's Representation Method.
Proceedings of the ICAART 2015, 2015

Rejecting Foreign Elements in Pattern Recognition Problem - Reinforced Training of Rejection Level.
Proceedings of the ICAART 2015, 2015

Approaches to interval type-2 fuzzy multiple attribute group decision making based on grey incidence analysis and FTP utility function.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Interval Type-2 fuzzy C-Means approach to collaborative clustering.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

LORI: Linguistically Oriented RDF Interface for Querying Fuzzy Temporal Data.
Proceedings of the Flexible Query Answering Systems 2015, 2015

Minimizing the number of process corner simulations during design verification.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Problem of efficient initialization of large Self-Organizing Maps implemented in the CMOS technology.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Chain Code-Based Local Descriptor for Face Recognition.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

A Geometrical Approach to Rejecting Option in Pattern Recognition Problem.
Proceedings of the Computer Information Systems and Industrial Management, 2015

2014
Fuzzy Web Knowledge Aggregation, Representation, and Reasoning for Online Privacy and Reputation Management.
Proceedings of the Fuzzy Cognitive Maps for Applied Sciences and Engineering, 2014

Data Analysis and Pattern Recognition in Multiple Databases.
Intelligent Systems Reference Library 61, Springer, ISBN: 978-3-319-03410-2, 2014

Cluster-Centric Fuzzy Modeling.
IEEE Trans. Fuzzy Syst., 2014

From Fuzzy Cognitive Maps to Granular Cognitive Maps.
IEEE Trans. Fuzzy Syst., 2014

Anomaly Detection and Characterization in Spatial Time Series Data: A Cluster-Centric Approach.
IEEE Trans. Fuzzy Syst., 2014

Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining.
IEEE Trans. Evol. Comput., 2014

From Principal Curves to Granular Principal Curves.
IEEE Trans. Cybern., 2014

A Clustering-Based Graph Laplacian Framework for Value Function Approximation in Reinforcement Learning.
IEEE Trans. Cybern., 2014

Granular Robust Mean-CVaR Feedstock Flow Planning for Waste-to-Energy Systems Under Integrated Uncertainty.
IEEE Trans. Cybern., 2014

Human-centric analysis and interpretation of time series: a perspective of granular computing.
Soft Comput., 2014

A study in facial regions saliency: a fuzzy measure approach.
Soft Comput., 2014

New measures of homogeneity for image processing: an application to fingerprint segmentation.
Soft Comput., 2014

Analysis of stability and robust stability of polynomial fuzzy model-based control systems using a sum-of-squares approach.
Soft Comput., 2014

A central profile-based 3D face pose estimation.
Pattern Recognit., 2014

Design of hybrid radial basis function neural networks (HRBFNNs) realized with the aid of hybridization of fuzzy clustering method (FCM) and polynomial neural networks (PNNs).
Neural Networks, 2014

A new information security risk analysis method based on membership degree.
Kybernetes, 2014

Building granular fuzzy decision support systems.
Knowl. Based Syst., 2014

The modeling and prediction of time series based on synergy of high-order fuzzy cognitive map and fuzzy c-means clustering.
Knowl. Based Syst., 2014

Fuzzy set-oriented neural networks based on fuzzy polynomial inference and dynamic genetic optimization.
Knowl. Inf. Syst., 2014

Spectral clustering with physical intuition on spring-mass dynamics.
J. Frankl. Inst., 2014

Genetic interval neural networks for granular data regression.
Inf. Sci., 2014

A granulation of linguistic information in AHP decision-making problems.
Inf. Fusion, 2014

A review of soft consensus models in a fuzzy environment.
Inf. Fusion, 2014

Weighted feature trajectories and concatenated bag-of-features for action recognition.
Neurocomputing, 2014

Agreement-based fuzzy C-means for clustering data with blocks of features.
Neurocomputing, 2014

Decision Making with Second-Order Imprecise Probabilities.
Int. J. Intell. Syst., 2014

A construction of sound semantic linguistic scales using 4-tuple representation of term semantics.
Int. J. Approx. Reason., 2014

Efficient modeling of MIMO systems through Timed Automata based Neuro-Fuzzy Inference Engine.
Int. J. Approx. Reason., 2014

A fuzzy reliability assessment of basic events of fault trees through qualitative data processing.
Fuzzy Sets Syst., 2014

Fuzzy Radial Basis Function Neural Networks with information granulation and its parallel genetic optimization.
Fuzzy Sets Syst., 2014

Building consensus in group decision making with an allocation of information granularity.
Fuzzy Sets Syst., 2014

An interval weighed fuzzy c-means clustering by genetically guided alternating optimization.
Expert Syst. Appl., 2014

Multi-label classification by exploiting label correlations.
Expert Syst. Appl., 2014

Superior solution guided particle swarm optimization combined with local search techniques.
Expert Syst. Appl., 2014

Determination of temporal information granules to improve forecasting in fuzzy time series.
Expert Syst. Appl., 2014

A design of granular fuzzy classifier.
Expert Syst. Appl., 2014

The modeling of time series based on fuzzy information granules.
Expert Syst. Appl., 2014

ECA rule learning in dynamic environments.
Expert Syst. Appl., 2014

Allocation of information granularity in optimization and decision-making models: Towards building the foundations of Granular Computing.
Eur. J. Oper. Res., 2014

An adaptive Simulated Annealing-based satellite observation scheduling method combined with a dynamic task clustering strategy.
CoRR, 2014

Entropic One-Class Classifier.
CoRR, 2014

A hybrid optimization approach to conformance testing of finite automata.
Appl. Soft Comput., 2014

Fuzzy logic and self-referential reasoning: a comparative study with some new concepts.
Artif. Intell. Rev., 2014

A New Selection Process Based on Granular Computing for Group Decision Making Problems.
Proceedings of the Intelligent Software Methodologies, Tools and Techniques, 2014

Improving Consistency in Fuzzy Preference Relations with an Allocation of Information Granularity.
Proceedings of the New Trends in Software Methodologies, Tools and Techniques, 2014

Automatic Data Understanding - A Linguistic Tool for Granular Cognitive Maps Designing.
Proceedings of the Intelligent Systems'2014, 2014

Linguistic Approach to Granular Cognitive Maps - User's Tool for Knowledge Accessing and Processing.
Proceedings of the Intelligent Systems'2014, 2014

Nodes Selection Criteria for Fuzzy Cognitive Maps Designed to Model Time Series.
Proceedings of the Intelligent Systems'2014, 2014

Classification with rejection based on various SVM techniques.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Granular Cognitive Map Reconstruction - Adjusting Granularity Parameters.
Proceedings of the ICEIS 2014, 2014

Fuzzy Cognitive Map Reconstruction - Methodologies and Experiments.
Proceedings of the ICAART 2014, 2014

Introduction to Information Filtering and Retrieval: Soft Computing-Based Approaches Minitrack.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Granular Cognitive Maps reconstruction.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Modeling time series with fuzzy cognitive maps.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

From data to granular data and granular classifiers.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

An Optimized Learning Algorithm Based on Linear Filters Suitable for Hardware implemented Self-Organizing Maps.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Time Series Modeling with Fuzzy Cognitive Maps: Simplification Strategies - The Case of a Posteriori Removal of Nodes and Weights.
Proceedings of the Computer Information Systems and Industrial Management, 2014

Joining Concept's Based Fuzzy Cognitive Map Model with Moving Window Technique for Time Series Modeling.
Proceedings of the Computer Information Systems and Industrial Management, 2014

2013
DNA Rough-Set Computing in the Development of Decision Rule Reducts.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Granular Neural Networks: Concepts and Development Schemes.
IEEE Trans. Neural Networks Learn. Syst., 2013

Induction of Shadowed Sets Based on the Gradual Grade of Fuzziness.
IEEE Trans. Fuzzy Syst., 2013

Proximity-Based Clustering: A Search for Structural Consistency in Data With Semantic Blocks of Features.
IEEE Trans. Fuzzy Syst., 2013

Clustering Spatiotemporal Data: An Augmented Fuzzy C-Means.
IEEE Trans. Fuzzy Syst., 2013

Granular Computing: Perspectives and Challenges.
IEEE Trans. Cybern., 2013

The Design of Free Structure Granular Mappings: The Use of the Principle of Justifiable Granularity.
IEEE Trans. Cybern., 2013

Rough subspace-based clustering ensemble for categorical data.
Soft Comput., 2013

Description, analysis, and classification of biomedical signals: a computational intelligence approach.
Soft Comput., 2013

A global structure-based algorithm for detecting the principal graph from complex data.
Pattern Recognit., 2013

Local descriptors in application to the aging problem in face recognition.
Pattern Recognit., 2013

A new approach to radial basis function-based polynomial neural networks: analysis and design.
Knowl. Inf. Syst., 2013

Local descriptors and similarity measures for frontal face recognition: A comparative analysis.
J. Vis. Commun. Image Represent., 2013

From logic descriptors to granular logic descriptors: a study in allocation of information granularity.
J. Ambient Intell. Humaniz. Comput., 2013

The design of polynomial function-based neural network predictors for detection of software defects.
Inf. Sci., 2013

A fuzzy time-dependent project scheduling problem.
Inf. Sci., 2013

Knowledge Management and Semantic Modeling: a Role of Information Granularity.
Int. J. Softw. Eng. Knowl. Eng., 2013

A design of granular-oriented self-organizing hybrid fuzzy polynomial neural networks.
Neurocomputing, 2013

Behavioral Decision Making with Combined States under Imperfect Information.
Int. J. Inf. Technol. Decis. Mak., 2013

Associations Among Information Granules and Their Optimization in Granulation-Degranulation Mechanism of Granular Computing.
Int. J. Fuzzy Log. Intell. Syst., 2013

Neighborhood rough sets based multi-label classification for automatic image annotation.
Int. J. Approx. Reason., 2013

A genetic design of linguistic terms for fuzzy rule based classifiers.
Int. J. Approx. Reason., 2013

Triangular fuzzy decision-theoretic rough sets.
Int. J. Approx. Reason., 2013

From Numeric to Granular Description and Interpretation of Information Granules.
Fundam. Informaticae, 2013

Fuzzy optimality based decision making under imperfect information without utility.
Fuzzy Optim. Decis. Mak., 2013

Effective intervals determined by information granules to improve forecasting in fuzzy time series.
Expert Syst. Appl., 2013

Design of face recognition algorithm using PCA -LDA combined for hybrid data pre-processing and polynomial-based RBF neural networks : Design and its application.
Expert Syst. Appl., 2013

Analysis and design of rank-based classifiers.
Expert Syst. Appl., 2013

A method based on PSO and granular computing of linguistic information to solve group decision making problems defined in heterogeneous contexts.
Eur. J. Oper. Res., 2013

Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach.
Data Knowl. Eng., 2013

Building the fundamentals of granular computing: A principle of justifiable granularity.
Appl. Soft Comput., 2013

A space search optimization algorithm with accelerated convergence strategies.
Appl. Soft Comput., 2013

Learning Membership Functions for Fuzzy Sets through Modified Support Vector Clustering.
Proceedings of the Fuzzy Logic and Applications - 10th International Workshop, 2013

Fuzzy Rule-Based System through Granular Computing.
Proceedings of the IEEE International Conference on Systems, 2013

Classification with Rejection: Concepts and Evaluations.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Fuzzy granular principal curves algorithm for large data sets.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Neighborhood Rough Sets based Multi-Label classification.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Design of face recognition algorithm realized with feature extraction from 2D-LDA and optimized polynomial-based RBF NNs.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A new granular particle swarm optimization variant for Granular optimization problems.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Application of granular fuzzy modeling for abstracting labour productivity knowledge bases.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Fuzzy relational structures: Learning alternatives for fuzzy modeling.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Interval-based analysis of BOCR (benefits, opportunities, costs and risks) models evaluated by multiple experts.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A design of FCM-based interval type-2 fuzzy neural network classifier with the aid of PSO.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Growing rule-based fuzzy model developed with the aid of fuzzy clustering.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Anomaly detection in time series data using a fuzzy c-means clustering.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Finite automata with imperfect information as tools for accumulating information.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Predicting the outcome of brace treatment for scoliosis using conditional fuzzy clustering.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

T2R: System for Converting Textual Documents into RDF Triples.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

Granular representation schemes of time series: A study in an optimal allocation of information granularity.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2013

Fuzzy Sets: A Brief Retrospect and Beyond.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2, 2013

Da as a Flawless Organizer.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

2012
From Fuzzy Rule-Based Systems to Granular Fuzzy Rule-Based Systems: A Study in Granular Computing.
Proceedings of the Combining Experimentation and Theory - A Hommage to Abe Mamdani, 2012

Learning of Fuzzy Cognitive Maps Using Density Estimate.
IEEE Trans. Syst. Man Cybern. Part B, 2012

An Evolutionary Multiobjective Sleep-Scheduling Scheme for Differentiated Coverage in Wireless Sensor Networks.
IEEE Trans. Syst. Man Cybern. Part C, 2012

An Optimization of Allocation of Information Granularity in the Interpretation of Data Structures: Toward Granular Fuzzy Clustering.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Hybrid Neural Prediction and Optimized Adjustment for Coke Oven Gas System in Steel Industry.
IEEE Trans. Neural Networks Learn. Syst., 2012

Particle Competition and Cooperation in Networks for Semi-Supervised Learning.
IEEE Trans. Knowl. Data Eng., 2012

Effective Noise Estimation-Based Online Prediction for Byproduct Gas System in Steel Industry.
IEEE Trans. Ind. Informatics, 2012

Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design Guidelines.
IEEE Trans. Fuzzy Syst., 2012

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