Witold Pedrycz

According to our database1, Witold Pedrycz authored at least 1,026 papers between 1980 and 2020.

Collaborative distances:

Awards

IEEE Fellow

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

Timeline

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Bibliography

2020
Data fusion in heterogeneous networks.
Information Fusion, 2020

2019
Editorial.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2019

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Fuzzy time series forecasting based on axiomatic fuzzy set theory.
Neural Computing and Applications, 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

Publicly verifiable privacy-preserving aggregation and its application in IoT.
J. Network and Computer Applications, 2019

A reversible sketch-based method for detecting and mitigating amplification attacks.
J. Network and Computer Applications, 2019

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

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

The Distributivity Equations of Semi-Uninorms.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 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. Reasoning, 2019

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

IoT-FBAC: Function-based access control scheme using identity-based encryption in IoT.
Future Generation Comp. 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 Communications Surveys and Tutorials, 2019

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

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

Generalizations of Aggregation Functions for Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 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 Netw. Learning Syst., 2018

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Hierarchical System Modeling.
IEEE Trans. Fuzzy Systems, 2018

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

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

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

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

Automatic Selection of Process Corner Simulations for Faster Design Verification.
IEEE Trans. on CAD of Integrated Circuits and Systems, 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 Systems Journal, 2018

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

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

Fuzzy classifiers with information granules in feature space and logic-based computing.
Pattern Recognition, 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. Network and Computer Applications, 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.
Journal of Intelligent and Fuzzy Systems, 2018

Covering-based multigranulation decision-theoretic rough set approaches with new strategies.
Journal of Intelligent and Fuzzy Systems, 2018

Decision-theoretic rough set approaches to multi-covering approximation spaces based on fuzzy probability measure.
Journal of Intelligent and Fuzzy Systems, 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. Reasoning, 2018

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

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

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

Spatiotemporal extended fuzzy C-means clustering algorithm for hotspots detection and prediction.
Fuzzy Sets and Systems, 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. of AI, 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.
Applied Mathematics and Computation, 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. Systems, Man, and Cybernetics: Systems, 2017

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

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

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

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

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

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

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

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

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

Data-Based Predictive Optimization for Byproduct Gas System in Steel Industry.
IEEE Trans. Automation Science and Engineering, 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 Processing, 2017

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

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

Analysis of spatiotemporal data relationship using information granules.
Int. J. Machine Learning & Cybernetics, 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.
JIPS, 2017

Covering-based multigranulation decision-theoretic rough sets.
Journal of Intelligent and Fuzzy Systems, 2017

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

Computational Intelligence: Retrospection and Future.
JACIII, 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.
Information 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. Reasoning, 2017

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

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

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

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

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

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

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

Fuzzy rule-based models with interactive rules and their granular generalization.
Fuzzy Sets and Systems, 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.
European Journal of Operational Research, 2017

Efficient frequent itemsets mining through sampling and information granulation.
Eng. Appl. of AI, 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.
Computers & Industrial Engineering, 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. Systems, Man, and Cybernetics: Systems, 2016

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

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

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

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

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

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

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

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

Dual autoencoders features for imbalance classification problem.
Pattern Recognition, 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.
Journal of Intelligent and Fuzzy Systems, 2016

A novel approach for anomaly detection in data streams: Fuzzy-statistical detection mode.
Journal of Intelligent and Fuzzy Systems, 2016

An Interpretability-Accuracy Tradeoff in Learning Parameters of Intuitionistic Fuzzy Rule-Based Systems.
JACIII, 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. General Systems, 2016

A roughness measure of fuzzy sets from the perspective of distance.
Int. J. General Systems, 2016

Multi-attribute group decision making based on Choquet integral under interval-valued intuitionistic fuzzy environment.
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 and Systems, 2016

A comparative study of feature extraction methods and their application to P-RBF NNs in face recognition problem.
Fuzzy Sets and Systems, 2016

Design of rule-based models through information granulation.
Expert Syst. Appl., 2016

A new model for intuitionistic fuzzy multi-attributes decision making.
European Journal of Operational Research, 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.
Applied Mathematics and Computation, 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 Netw. Learning Syst., 2015

Global Nonlinear Kernel Prediction for Large Data Set With a Particle Swarm-Optimized Interval Support Vector Regression.
IEEE Trans. Neural Netw. Learning Syst., 2015

A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning.
IEEE Trans. Fuzzy Systems, 2015

Robust Granular Optimization: A Structured Approach for Optimization Under Integrated Uncertainty.
IEEE Trans. Fuzzy Systems, 2015

Guest Editorial Web-Based Intelligent Support Systems - Preface to the Special Section.
IEEE Trans. Fuzzy Systems, 2015

Hierarchical Granular Clustering: An Emergence of Information Granules of Higher Type and Higher Order.
IEEE Trans. Fuzzy Systems, 2015

Clustering Granular Data and Their Characterization With Information Granules of Higher Type.
IEEE Trans. Fuzzy Systems, 2015

Multistep Fuzzy Bridged Refinement Domain Adaptation Algorithm and Its Application to Bank Failure Prediction.
IEEE Trans. Fuzzy Systems, 2015

A Competent Memetic Algorithm for Learning Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Systems, 2015

Human Experts' and a Fuzzy Model's Predictions of Outcomes of Scoliosis Treatment: A Comparative Analysis.
IEEE Trans. Biomed. Engineering, 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 Recognition Letters, 2015

Subspace learning for unsupervised feature selection via matrix factorization.
Pattern Recognition, 2015

Fuzzy rule based decision trees.
Pattern Recognition, 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.
Multiple-Valued Logic and Soft Computing, 2015

Quantification of side-channel information leaks based on data complexity measures for web browsing.
Int. J. Machine Learning & Cybernetics, 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. Franklin Institute, 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 Logic and Intelligent Systems, 2015

Archimedean-Compensatory Fuzzy Logic Systems.
Int. J. Comput. Intell. Syst., 2015

Granular fuzzy models: Analysis, design, and evaluation.
Int. J. Approx. Reasoning, 2015

Using interval information granules to improve forecasting in fuzzy time series.
Int. J. Approx. Reasoning, 2015

A rule-based development of incremental models.
Int. J. Approx. Reasoning, 2015

Comparative analysis of logic operators: A perspective of statistical testing and granular computing.
Int. J. Approx. Reasoning, 2015

Granular fuzzy rule-based architectures: Pursuing analysis and design in the framework of granular computing.
Intelligent Decision Technologies, 2015

Semi-supervising Interval Type-2 Fuzzy C-Means clustering with spatial information for multi-spectral satellite image classification and change detection.
Computers & Geosciences, 2015

FORA - A fuzzy set based framework for online reputation management.
Fuzzy Sets and Systems, 2015

From fuzzy data analysis and fuzzy regression to granular fuzzy data analysis.
Fuzzy Sets and Systems, 2015

Towards hybrid clustering approach to data classification: Multiple kernels based interval-valued Fuzzy C-Means algorithms.
Fuzzy Sets and Systems, 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.
Empirical Software Engineering, 2015

Time series long-term forecasting model based on information granules and fuzzy clustering.
Eng. Appl. of AI, 2015

Contrastive divergence for memristor-based restricted Boltzmann machine.
Eng. Appl. of AI, 2015

Fuzzy clustering of time series data using dynamic time warping distance.
Eng. Appl. of AI, 2015

A variable reduction strategy for evolutionary algorithms handling equality constraints.
Appl. Soft Comput., 2015

Editorial.
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].
Artificial Intelligence in 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

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 Systems, 2014

Anomaly Detection and Characterization in Spatial Time Series Data: A Cluster-Centric Approach.
IEEE Trans. Fuzzy Systems, 2014

Guest Editorial: Special Issue on Advances in Multiobjective Evolutionary Algorithms for Data Mining.
IEEE Trans. Evolutionary Computation, 2014

From Principal Curves to Granular Principal Curves.
IEEE Trans. Cybernetics, 2014

A Clustering-Based Graph Laplacian Framework for Value Function Approximation in Reinforcement Learning.
IEEE Trans. Cybernetics, 2014

Granular Robust Mean-CVaR Feedstock Flow Planning for Waste-to-Energy Systems Under Integrated Uncertainty.
IEEE Trans. Cybernetics, 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 Recognition, 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. Franklin Institute, 2014

Genetic interval neural networks for granular data regression.
Inf. Sci., 2014

A granulation of linguistic information in AHP decision-making problems.
Information Fusion, 2014

A review of soft consensus models in a fuzzy environment.
Information 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. Reasoning, 2014

Efficient modeling of MIMO systems through Timed Automata based Neuro-Fuzzy Inference Engine.
Int. J. Approx. Reasoning, 2014

A fuzzy reliability assessment of basic events of fault trees through qualitative data processing.
Fuzzy Sets and Systems, 2014

Fuzzy Radial Basis Function Neural Networks with information granulation and its parallel genetic optimization.
Fuzzy Sets and Systems, 2014

Building consensus in group decision making with an allocation of information granularity.
Fuzzy Sets and Systems, 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.
European Journal of Operational Research, 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 Netw. Learning Syst., 2013

Induction of Shadowed Sets Based on the Gradual Grade of Fuzziness.
IEEE Trans. Fuzzy Systems, 2013

Proximity-Based Clustering: A Search for Structural Consistency in Data With Semantic Blocks of Features.
IEEE Trans. Fuzzy Systems, 2013

Clustering Spatiotemporal Data: An Augmented Fuzzy C-Means.
IEEE Trans. Fuzzy Systems, 2013

Granular Computing: Perspectives and Challenges.
IEEE Trans. Cybernetics, 2013

The Design of Free Structure Granular Mappings: The Use of the Principle of Justifiable Granularity.
IEEE Trans. Cybernetics, 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 Recognition, 2013

Local descriptors in application to the aging problem in face recognition.
Pattern Recognition, 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. Visual Communication and Image Representation, 2013

From logic descriptors to granular logic descriptors: a study in allocation of information granularity.
J. Ambient Intelligence and Humanized Computing, 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.
International Journal of Software Engineering and Knowledge Engineering, 2013

A design of granular-oriented self-organizing hybrid fuzzy polynomial neural networks.
Neurocomputing, 2013

Behavioral Decision Making with Combined States under Imperfect Information.
International Journal of Information Technology and Decision Making, 2013

Associations Among Information Granules and Their Optimization in Granulation-Degranulation Mechanism of Granular Computing.
Int. J. Fuzzy Logic and Intelligent Systems, 2013

Neighborhood rough sets based multi-label classification for automatic image annotation.
Int. J. Approx. Reasoning, 2013

A genetic design of linguistic terms for fuzzy rule based classifiers.
Int. J. Approx. Reasoning, 2013

Triangular fuzzy decision-theoretic rough sets.
Int. J. Approx. Reasoning, 2013

From Numeric to Granular Description and Interpretation of Information Granules.
Fundam. Inform., 2013

Fuzzy optimality based decision making under imperfect information without utility.
FO & DM, 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.
European Journal of Operational Research, 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. Systems, Man, and Cybernetics, Part B, 2012

An Evolutionary Multiobjective Sleep-Scheduling Scheme for Differentiated Coverage in Wireless Sensor Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2012

An Optimization of Allocation of Information Granularity in the Interpretation of Data Structures: Toward Granular Fuzzy Clustering.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Hybrid Neural Prediction and Optimized Adjustment for Coke Oven Gas System in Steel Industry.
IEEE Trans. Neural Netw. Learning 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. Industrial Informatics, 2012

Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design Guidelines.
IEEE Trans. Fuzzy Systems, 2012

Online Parameter Optimization-Based Prediction for Converter Gas System by Parallel Strategies.
IEEE Trans. Contr. Sys. Techn., 2012

A new PSO-optimized geometry of spatial and spatio-temporal scan statistics for disease outbreak detection.
Swarm and Evolutionary Computation, 2012

Bio-inspired computing for hybrid information technology.
Soft Comput., 2012

Clustering with proximity knowledge and relational knowledge.
Pattern Recognition, 2012

A programmable triangular neighborhood function for a Kohonen self-organizing map implemented on chip.
Neural Networks, 2012

Face recognition using decimated redundant discrete wavelet transforms.
Mach. Vis. Appl., 2012

Editorial: Advanced intelligent and security services in mobile and ubiquitous computing.
J. Intelligent Manufacturing, 2012

An Efficient Solution of Real-Time Fuzzy Regression Analysis to Information Granules Problem.
JACIII, 2012

Feature selection using structural similarity.
Inf. Sci., 2012

Fuzzy logic-based generalized decision theory with imperfect information.
Inf. Sci., 2012

Design of K-means clustering-based polynomial radial basis function neural networks (pRBF NNs) realized with the aid of particle swarm optimization and differential evolution.
Neurocomputing, 2012

Decision Theory with Imprecise Probabilities.
International Journal of Information Technology and Decision Making, 2012

Granular fuzzy models: a study in knowledge management in fuzzy modeling.
Int. J. Approx. Reasoning, 2012

Granular representation and granular computing with fuzzy sets.
Fuzzy Sets and Systems, 2012

Fuzzy linear regression based on Polynomial Neural Networks.
Expert Syst. Appl., 2012

Evolutionary feature selection via structure retention.
Expert Syst. Appl., 2012

Modeling of the charging characteristic of linear-type superconducting power supply using granular-based radial basis function neural networks.
Expert Syst. Appl., 2012

An improved association rules mining method.
Expert Syst. Appl., 2012

Mining axiomatic fuzzy set association rules for classification problems.
European Journal of Operational Research, 2012

Design of optimized cascade fuzzy controller based on differential evolution: Simulation studies and practical insights.
Eng. Appl. of AI, 2012

A completeness analysis of frequent weighted concept lattices and their algebraic properties.
Data Knowl. Eng., 2012

A genetic reduction of feature space in the design of fuzzy models.
Appl. Soft Comput., 2012

Knowledge transfer in system modeling and its realization through an optimal allocation of information granularity.
Appl. Soft Comput., 2012

A characterization of electrocardiogram signals through optimal allocation of information granularity.
Artificial Intelligence in Medicine, 2012

A new selective neural network ensemble with negative correlation.
Appl. Intell., 2012

Classifying High-Dimensional Patterns Using a Fuzzy Logic Discriminant Network.
Adv. Fuzzy Systems, 2012

Data and Feature Reduction in Fuzzy Modeling through Particle Swarm Optimization.
Applied Comp. Int. Soft Computing, 2012

Ontology-based framework for reasoning with fuzzy temporal data.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Multi-Objective Optimization of Fuzzy Neural Networks for Software Modeling.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

A Fuzzy Support Vector Machine with Qualitative Regression Preset.
Proceedings of the 2012 Sixth International Conference on Genetic and Evolutionary Computing, 2012

From Fuzzy Cognitive Maps to Granular Cognitive Maps.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Finite Automata with Imperfect Information as Classification Tools.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Low-Power Manhattan Distance Calculation Circuit for Self-Organizing Neural Networks Implemented in the CMOS Technology.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

Implementation Issues of Kohonen Self-Organizing Map Realized on FPGA.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

Energy-efficient differentiated coverage of dynamic objects using an improved evolutionary multi-objective optimization algorithm with fuzzy-dominance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Introducing WIREs data mining and knowledge discovery.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2011

Parallel Programmable Asynchronous Neighborhood Mechanism for Kohonen SOM Implemented in CMOS Technology.
IEEE Trans. Neural Networks, 2011

Kernelized Fuzzy Rough Sets and Their Applications.
IEEE Trans. Knowl. Data Eng., 2011

Analytic Hierarchy Process (AHP) in Group Decision Making and its Optimization With an Allocation of Information Granularity.
IEEE Trans. Fuzzy Systems, 2011

A Tabu-Harmony Search-Based Approach to Fuzzy Linear Regression.
IEEE Trans. Fuzzy Systems, 2011

A Two-Stage Online Prediction Method for a Blast Furnace Gas System and Its Application.
IEEE Trans. Contr. Sys. Techn., 2011

Current-Mode Analog Adaptive Mechanism for Ultra-Low-Power Neural Networks.
IEEE Trans. on Circuits and Systems, 2011

Analysis of alternative objective functions for attribute reduction in complete decision tables.
Soft Comput., 2011

Recent advances on machine learning and Cybernetics.
Soft Comput., 2011

Optimized fuzzy PD cascade controller: A comparative analysis and design.
Simulation Modelling Practice and Theory, 2011

Shadowed sets in the characterization of rough-fuzzy clustering.
Pattern Recognition, 2011

An efficient accelerator for attribute reduction from incomplete data in rough set framework.
Pattern Recognition, 2011

Bounds on the rate of convergence of learning processes based on random sets and set-valued probability.
Kybernetes, 2011

Study of select items in different data sources by grouping.
Knowl. Inf. Syst., 2011

A model of job satisfaction for collaborative development processes.
Journal of Systems and Software, 2011

The Principle of Justifiable Granularity and an Optimization of Information Granularity Allocation as Fundamentals of Granular Computing.
JIPS, 2011

Genetically optimized Hybrid Fuzzy Set-based Polynomial Neural Networks.
J. Franklin Institute, 2011

Type-2 fuzzy neural networks with fuzzy clustering and differential evolution optimization.
Inf. Sci., 2011

From local neural networks to granular neural networks: A study in information granulation.
Neurocomputing, 2011

Cognitive Informatics and Cognitive Computing in Year 10 and Beyond.
IJCINI, 2011

Human Centricity and Perception-Based Perspective and Their Centrality to the Agenda of Granular Computing.
IJCINI, 2011

Design of fuzzy radial basis function-based polynomial neural networks.
Fuzzy Sets and Systems, 2011

Polynomial-based radial basis function neural networks (P-RBF NNs) realized with the aid of particle swarm optimization.
Fuzzy Sets and Systems, 2011

Report on IFSA Workshop, Beijing, July 4-5, 2010.
Fuzzy Sets and Systems, 2011

Use of a fuzzy granulation-degranulation criterion for assessing cluster validity.
Fuzzy Sets and Systems, 2011

A comparative experimental study of type-1/type-2 fuzzy cascade controller based on genetic algorithms and particle swarm optimization.
Expert Syst. Appl., 2011

Measuring relevance between discrete and continuous features based on neighborhood mutual information.
Expert Syst. Appl., 2011

Real-time fuzzy regression analysis: A convex hull approach.
European Journal of Operational Research, 2011

Design of information granule-oriented RBF neural networks and its application to power supply for high-field magnet.
Eng. Appl. of AI, 2011

Risk evaluation through decision-support architectures in threat assessment and countering terrorism.
Appl. Soft Comput., 2011

Hybrid optimization with improved tabu search.
Appl. Soft Comput., 2011

Conditional fuzzy clustering for blind channel equalization.
Appl. Soft Comput., 2011

Design of interval type-2 fuzzy models through optimal granularity allocation.
Appl. Soft Comput., 2011

From Fuzzy Models to Granular Fuzzy Models.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Granular Data Regression with Neural Networks.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Feature and instance selection via cooperative PSO.
Proceedings of the IEEE International Conference on Systems, 2011

Towards Designing Human Centric Systems: A New View at System Modeling with Granular Membership Grades.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Granular Instances Selection for Fuzzy Modeling.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Particle Competition and Cooperation for Uncovering Network Overlap Community Structure.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Concepts and Design of Granular Fuzzy Neural Networks - New Constructs of Computational Intelligence.
Proceedings of the NCTA 2011, 2011

Mining Icebergs in Time-Stamped Databases.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

A Convex Hull-Based Fuzzy Regression to Information Granules Problem - An Efficient Solution to Real-Time Data Analysis.
Proceedings of the Software Engineering and Computer Systems, 2011

A real-time analysis of granular information: Some initial thoughts on a convex hull-based fuzzy regression approach.
Proceedings of the FUZZ-IEEE 2011, 2011

Predicting Development Effort from User Stories.
Proceedings of the 5th International Symposium on Empirical Software Engineering and Measurement, 2011

Fisherman learning algorithm of the SOM realized in the CMOS technology.
Proceedings of the ESANN 2011, 2011

Cognitive Informatics in Year 10 and Beyond: summary of the plenary panel.
Proceedings of the 10th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2011

Human centricity and perception-based perspective of architectures of Granular Computing.
Proceedings of the 10th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2011

2010
Knowledge-Oriented and Distributed Unsupervised Learning for Concept Elicitation.
Proceedings of the Advances in Machine Learning II, 2010

Recourse-Based Facility-Location Problems in Hybrid Uncertain Environment.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Selecting Discrete and Continuous Features Based on Neighborhood Decision Error Minimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

A Gradient-Descent-Based Approach for Transparent Linguistic Interface Generation in Fuzzy Models.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Realization of the conscience mechanism in CMOS implementation of winner-takes-all self-organizing neural networks.
IEEE Trans. Neural Networks, 2010

The Refinement of Models With the Aid of the Fuzzy k -Nearest Neighbors Approach.
IEEE Trans. Instrumentation and Measurement, 2010

Fuzzy Clustering With Viewpoints.
IEEE Trans. Fuzzy Systems, 2010

Fuzzy clustering with semantically distinct families of variables: Descriptive and predictive aspects.
Pattern Recognition Letters, 2010

Shadowed c-means: Integrating fuzzy and rough clustering.
Pattern Recognition, 2010

Representation and classification of high-dimensional biomedical spectral data.
Pattern Anal. Appl., 2010

A Resilient and Scalable Flocking Scheme in Autonomous Vehicular Networks.
MONET, 2010

The development of granular metastructures and their use in a multifaceted representation of data and models.
Kybernetes, 2010

A fuzzy ensemble of parallel polynomial neural networks with information granules formed by fuzzy clustering.
Knowl.-Based Syst., 2010

Human centricity in computing with fuzzy sets: an interpretability quest for higher order granular constructs.
J. Ambient Intelligence and Humanized Computing, 2010

Perspectives on Cognitive Computing and Applications.
IJSSCI, 2010

The development of fuzzy radial basis function neural networks based on the concept of information ambiguity.
Neurocomputing, 2010

A framework of fuzzy hybrid systems for modelling and control.
Int. J. General Systems, 2010

Hierarchical Architectures of Fuzzy Models: From Type-1 fuzzy sets to Information Granules of Higher Type.
Int. J. Comput. Intell. Syst., 2010

Aggregating multiple classification results using fuzzy integration and stochastic feature selection.
Int. J. Approx. Reasoning, 2010

Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications.
Int. J. Approx. Reasoning, 2010

A divide and conquer method for learning large Fuzzy Cognitive Maps.
Fuzzy Sets and Systems, 2010

The design methodology of radial basis function neural networks based on fuzzy K-nearest neighbors approach.
Fuzzy Sets and Systems, 2010

Adaptive learning of ordinal-numerical mappings through fuzzy clustering for the objects of mixed features.
Fuzzy Sets and Systems, 2010

Kernel-based fuzzy clustering and fuzzy clustering: A comparative experimental study.
Fuzzy Sets and Systems, 2010

Preface to the special section on new trends on pattern recognition with fuzzy models.
Fuzzy Sets and Systems, 2010

Evolvable fuzzy systems: some insights and challenges.
Evolving Systems, 2010

The design of cognitive maps: A study in synergy of granular computing and evolutionary optimization.
Expert Syst. Appl., 2010

Data compactification and computing with words.
Eng. Appl. of AI, 2010

Fuzzy Monte Carlo Simulation and Risk Assessment in Construction.
Comp.-Aided Civil and Infrastruct. Engineering, 2010

Polynomial-based radial basis function neural networks (P-RBF NNs) and their application to pattern classification.
Appl. Intell., 2010

Positive approximation: An accelerator for attribute reduction in rough set theory.
Artif. Intell., 2010

The Key Theorem of Learning Theory Based on Sugeno Measure and Fuzzy Random Samples.
Proceedings of the Life System Modeling and Intelligent Computing, 2010

Managing Granular Information in the Development of Human-Centric Systems.
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

Proximity fuzzy clustering and its application to time series clustering and prediction.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Towards a New Generation of Indicators for Consensus Reaching Support Using Type-2 Fuzzy Sets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010

CPSCom 2010 Keynote Speech: Witold Pedrycz.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

A Comparative Study of Genetic Algorithms, Particle Swarm Optimization, and Differential Evolution in Problem of Feature Selection through Structure Retention.
Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods, 2010

Possibilistic regression analysis of influential factors in the planning and implementation of occupational health and safety management systems.
Proceedings of the FUZZ-IEEE 2010, 2010

Variance analysis and biomedical pattern classification.
Proceedings of the FUZZ-IEEE 2010, 2010

A design of genetically oriented linguistic model with the aid of fuzzy granulation.
Proceedings of the FUZZ-IEEE 2010, 2010

Sparse optimization using a mixed GA-PSO optimization framework.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Programmable triangular neighborhood functions of Kohonen Self-Organizing Maps realized in CMOS technology.
Proceedings of the ESANN 2010, 2010

Collaborative Granular Modeling And Simulation.
Proceedings of the European Conference on Modelling and Simulation, 2010

Perspectives on cognitive computing and applications: Summary of plenary Panel I of IEEE ICCI'10.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

Granular computing and human-centricity in computational intelligence.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

Developing Multi-Database Mining Applications.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-84996-044-1, 2010

2009
Data and Dimensionality Reduction in Data Analysis and System Modeling.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

A Multifaceted Perspective at Data Analysis: A Study in Collaborative Intelligent Agents.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Fundamentals of a Fuzzy-Logic-Based Generalized Theory of Stability.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Granular Neural Networks and Their Development Through Context-Based Clustering and Adjustable Dimensionality of Receptive Fields.
IEEE Trans. Neural Networks, 2009

The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets.
IEEE Trans. Knowl. Data Eng., 2009

Value-at-Risk-Based Two-Stage Fuzzy Facility Location Problems.
IEEE Trans. Industrial Informatics, 2009

Building Confidence-Interval-Based Fuzzy Random Regression Models.
IEEE Trans. Fuzzy Systems, 2009

A Design of Genetically Oriented Fuzzy Relation Neural Networks (FrNNs) Based on the Fuzzy Polynomial Inference Scheme.
IEEE Trans. Fuzzy Systems, 2009

Editorial to the special issue.
TAAS, 2009

Some theoretical results of learning theory based on random sets in set-valued probability space.
Kybernetes, 2009

Hierarchies of Architectures of Collaborative Computational Intelligence.
IJSSCI, 2009

Logic-oriented neural networks for fuzzy neurocomputing.
Neurocomputing, 2009

Fuzzy prediction architecture using recurrent neural networks.
Neurocomputing, 2009

Using multilayer perceptrons as receptive fields in the design of neural networks.
Neurocomputing, 2009

Metastructural facets of granular computing.
IJKESDP, 2009

From fuzzy sets to shadowed sets: Interpretation and computing.
Int. J. Intell. Syst., 2009

The expected value models on Sugeno measure space.
Int. J. Approx. Reasoning, 2009

A Doctrine of Cognitive Informatics (CI).
Fundam. Inform., 2009

Logic-based fuzzy networks: A study in system modeling with triangular norms and uninorms.
Fuzzy Sets and Systems, 2009

The fuzzy C-means algorithm with fuzzy P-mode prototypes for clustering objects having mixed features.
Fuzzy Sets and Systems, 2009

The theoretical fundamentals of learning theory based on fuzzy complex random samples.
Fuzzy Sets and Systems, 2009

Identifying core sets of discriminatory features using particle swarm optimization.
Expert Syst. Appl., 2009

Design of optimized fuzzy cascade controllers by means of Hierarchical Fair Competition-based Genetic Algorithms.
Expert Syst. Appl., 2009

Statistically grounded logic operators in fuzzy sets.
European Journal of Operational Research, 2009

The design of a fuzzy cascade controller for ball and beam system: A study in optimization with the use of parallel genetic algorithms.
Eng. Appl. of AI, 2009

Dynamic edge tracing: Boundary identification in medical images.
Computer Vision and Image Understanding, 2009

Experience-consistent modeling: Regression and classification problems.
Automatica, 2009

The design of fuzzy information granules: Tradeoffs between specificity and experimental evidence.
Appl. Soft Comput., 2009

Hybrid fuzzy set-based polynomial neural networks and their development with the aid of genetic optimization and information granulation.
Appl. Soft Comput., 2009

Modified fuzzy c-means and Bayesian equalizer for nonlinear blind channel.
Appl. Soft Comput., 2009

Uninorm Based Fuzzy Network for Tree Data Structures.
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

Fuzzy Random Facility Location Problems with Recourse.
Proceedings of the IEEE International Conference on Systems, 2009

Numeric Data to Information Granules and Computing with Words.
Proceedings of the IEEE International Conference on Systems, 2009

Kernelized Fuzzy Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Computational Intelligence - The Quests and Opportunities.
Proceedings of the IJCCI 2009, 2009

Real-time fuzzy switching regression analysis: a convex hull approach.
Proceedings of the iiWAS'2009, 2009

New perspectives and applications of real-time fuzzy regression.
Proceedings of the FUZZ-IEEE 2009, 2009

Design of interval type-2 fuzzy neural networks and their optimization using real-coded genetic algorithms.
Proceedings of the FUZZ-IEEE 2009, 2009

Sorted Kernel Matrices as Cluster Validity Indexes.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Discriminatory Components for Pattern Classification.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Multivariate Segmentation of Time Series with Differential Evolution.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Lukasiewicz fuzzy logic networks and their ultra low power hardware implementation.
Proceedings of the ESANN 2009, 2009

Axiomatic Fuzzy Set Theory and Its Applications
Studies in Fuzziness and Soft Computing 244, Springer, ISBN: 978-3-642-00401-8, 2009

2008
Fuzzy Sensitivity Analysis and Its Application.
Proceedings of the Fuzzy Engineering Economics with Applications, 2008

Introduction to Computational Intelligence for Decision Making.
Proceedings of the Intelligent Decision Making: An AI-Based Approach, 2008

Semantics and Perception of Fuzzy Sets and Fuzzy Mappings.
Proceedings of the Computational Intelligence: A Compendium, 2008

A Quest for Adaptable and Interpretable Architectures of Computational Intelligence.
Proceedings of the Computational Intelligence Paradigms, Innovative Applications, 2008

Genetically Optimized Self-organizing Neural Networks Based on Polynomial and Fuzzy Polynomial Neurons: Analysis and Design.
Proceedings of the Engineering Evolutionary Intelligent Systems, 2008

Genetically Optimized Hybrid Fuzzy Neural Networks: Analysis and Design of Rule-based Multi-layer Perceptron Architectures.
Proceedings of the Engineering Evolutionary Intelligent Systems, 2008

The Puzzle of Granular Computing
Studies in Computational Intelligence 138, Springer, ISBN: 978-3-540-79863-7, 2008

Computational Intelligence.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Neural Network Architectures.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

A Multifaceted Perspective at Data Analysis: A Study in Collaborative Intelligent Agents.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Score-Based Resampling Method for Evolutionary Algorithms.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

A Development of Fuzzy Encoding and Decoding Through Fuzzy Clustering.
IEEE Trans. Instrumentation and Measurement, 2008

Numerical and Linguistic Prediction of Time Series With the Use of Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Systems, 2008

Fuzzy Clustering With Partial Supervision in Organization and Classification of Digital Images.
IEEE Trans. Fuzzy Systems, 2008

Logic Minimization as an Efficient Means of Fuzzy Structure Discovery.
IEEE Trans. Fuzzy Systems, 2008

Toward a Theory of Granular Computing for Human-Centered Information Processing.
IEEE Trans. Fuzzy Systems, 2008

Special issue on Software Engineering and Soft Computing.
Soft Comput., 2008

A DNA-based algorithm for arranging weighted cliques.
Simulation Modelling Practice and Theory, 2008

A consensus-driven fuzzy clustering.
Pattern Recognition Letters, 2008

A dynamic data granulation through adjustable fuzzy clustering.
Pattern Recognition Letters, 2008

The design of granular classifiers: A study in the synergy of interval calculus and fuzzy sets in pattern recognition.
Pattern Recognition, 2008

Aggregation of classifiers based on image transformations in biometric face recognition.
Mach. Vis. Appl., 2008

An approach to fuzzy granule-based hierarchical polynomial networks for empirical data modeling in software engineering.
Information & Software Technology, 2008

Simplified Fuzzy Inference Rule-Based Genetically Optimized Hybrid Fuzzy Neural Networks.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2008

A granular-oriented development of functional radial basis function neural networks.
Neurocomputing, 2008

Experience-Consistent Modeling for Radial Basis Function Neural Networks.
Int. J. Neural Syst., 2008

Structural and parametric design of fuzzy inference systems using hierarchical fair competition-based parallel genetic algorithms and information granulation.
Int. J. Approx. Reasoning, 2008

A Development of Inclusion-degree-based Rough Fuzzy Random Sets.
Fundam. Inform., 2008

Effective classification using feature selection and fuzzy integration.
Fuzzy Sets and Systems, 2008

Collaborative clustering with the use of Fuzzy C-Means and its quantification.
Fuzzy Sets and Systems, 2008

Identification of fuzzy models using a successive tuning method with a variant identification ratio.
Fuzzy Sets and Systems, 2008

DNA approach to solve clustering problem based on a mutual order.
Biosystems, 2008

Special issue on soft computing for dynamic data mining.
Appl. Soft Comput., 2008

Collaborative Architectures of Fuzzy Modeling.
Proceedings of the Computational Intelligence: Research Frontiers, 2008

Modeling human cognition using a transformational knowledge architecture.
Proceedings of the 3rd IEEE International Conference on System of Systems Engineering, 2008

Fuzziness in the Semantic Web: Survey and Future Directions.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

Granular Computing in Multi-agent Systems.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Phase Transition in SONFIS and SORST.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

Shadowed Clustering for Speech Data and Medical Image Segmentation.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

A Model to Identify Refactoring Effort during Maintenance by Mining Source Code Repositories.
Proceedings of the Product-Focused Software Process Improvement, 2008

A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction.
Proceedings of the 30th International Conference on Software Engineering (ICSE 2008), 2008

Concepts of evolvable and knowledge-consistent fuzzy models.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

Data-driven Nonlinear Hebbian Learning method for Fuzzy Cognitive Maps.
Proceedings of the FUZZ-IEEE 2008, 2008

An analysis of potentially imprecise class labels using a fuzzy similarity measure.
Proceedings of the FUZZ-IEEE 2008, 2008

Analysis of the reliability of a subset of change metrics for defect prediction.
Proceedings of the Second International Symposium on Empirical Software Engineering and Measurement, 2008

2007
Hybridization Schemes in Architectures of Computational Intelligence.
Proceedings of the Hybrid Intelligent Systems - Analysis and Design, 2007

Knowledge-Based Clustering in Computational Intelligence.
Proceedings of the Challenges for Computational Intelligence, 2007

MFCM for Nonlinear Blind Channel Equalization.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Fuzzy C-Means, Gustafson-Kessel FCM, and Kernel-Based FCM: A Comparative Study.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Tuning FCMP to Elicit Novel Time Course Signatures in fMRI Neural Activation Studies.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

A Novel Framework for Imputation of Missing Values in Databases.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2007

Face Recognition Using an Enhanced Independent Component Analysis Approach.
IEEE Trans. Neural Networks, 2007

Fuzzy Relation-Based Neural Networks and Their Hybrid Identification.
IEEE Trans. Instrumentation and Measurement, 2007

Genetic Optimization of Fuzzy Polynomial Neural Networks.
IEEE Trans. Industrial Electronics, 2007

The Development of Incremental Models.
IEEE Trans. Fuzzy Systems, 2007

Semantic Web Content Analysis: A Study in Proximity-Based Collaborative Clustering.
IEEE Trans. Fuzzy Systems, 2007

A Multiobjective Design of a Patient and Anaesthetist-Friendly Neuromuscular Blockade Controller.
IEEE Trans. Biomed. Engineering, 2007

Uninorm-Based Logic Neurons as Adaptive and Interpretable Processing Constructs.
Soft Comput., 2007

Image Compression and Reconstruction Using pit-Sigma Neural Networks.
Soft Comput., 2007

A genetic approach to modeling fuzzy systems based on information granulation and successive generation-based evolution method.
Simulation Modelling Practice and Theory, 2007

Structural developments of fuzzy systems with the aid of information granulation.
Simulation Modelling Practice and Theory, 2007

Fuzzy vector quantization with the particle swarm optimization: A study in fuzzy granulation-degranulation information processing.
Signal Processing, 2007

Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error.
Pattern Recognition, 2007

Reconciliation of perception of information granules and granular mappings.
Kybernetes, 2007

Hyperbox classifiers for arrhythmia classification.
Kybernetes, 2007

Genetic algorithms for hardware-software partitioning and optimal resource allocation.
Journal of Systems Architecture, 2007

Identification of fuzzy systems by means of genetic optimization and data granulation.
Journal of Intelligent and Fuzzy Systems, 2007

Information granulation as a basis of fuzzy modeling.
Journal of Intelligent and Fuzzy Systems, 2007

Regranulation: A granular algorithm enabling communication between granular worlds.
Inf. Sci., 2007

Genetic tolerance fuzzy neural networks: From data to fuzzy hyperboxes.
Neurocomputing, 2007

IG-based genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons.
Neurocomputing, 2007

Interactive knowledge management for agent-assisted web navigation.
Int. J. Intell. Syst., 2007

Fuzzy modelling through logic optimization.
Int. J. Approx. Reasoning, 2007

Minimization of lattice finite automata and its application to the decomposition of lattice languages.
Fuzzy Sets and Systems, 2007

Multiple regression with fuzzy data.
Fuzzy Sets and Systems, 2007

Evolutionary design of hybrid self-organizing fuzzy polynomial neural networks with the aid of information granulation.
Expert Syst. Appl., 2007

Forming consensus in the networks of knowledge.
Eng. Appl. of AI, 2007

The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic.
Appl. Soft Comput., 2007

The Genetic Development of Uninorm-Based Neurons.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Incremental Effort Prediction Models in Agile Development using Radial Basis Functions.
Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

Design of Fuzzy Relation-Based Polynomial Neural Networks Using Information Granulation and Symbolic Gene Type Genetic Algorithms.
Proceedings of the Advances in Neural Networks, 2007

Parallel Learning of Large Fuzzy Cognitive Maps.
Proceedings of the International Joint Conference on Neural Networks, 2007

A Case Study on the Impact of Refactoring on Quality and Productivity in an Agile Team.
Proceedings of the Balancing Agility and Formalism in Software Engineering, 2007

Applying Genetic Algorithms to Efficiently Locate Mobile Terminals in Personal Communication Networks.
Proceedings of the Third International Conference on Natural Computation, 2007

Distributed and Collaborative Soft Computing: An Emerging Development Environment.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

Identification of Fuzzy Set-Based Fuzzy Systems by Means of Data Granulation and Genetic Optimization.
Proceedings of the Computational Science and Its Applications, 2007

Optimization of IG-Based Fuzzy System with the Aid of GAs and Its Application to Software Process.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Type-2 Fuzzy Logic: Theory and Applications.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Genetically Tuned Fuzzy Back-propagation Learning Method Based On Derivation Of Min-max Function For Fuzzy Neural Networks.
Proceedings of the 2007 International Conference on Genetic and Evolutionary Methods, 2007

Effort Prediction in Iterative Software Development Processes - Incremental Versus Global Prediction Models.
Proceedings of the First International Symposium on Empirical Software Engineering and Measurement, 2007

Adaptive Weight Change Mechanism for Kohonens's Neural Network Implemented in CMOS 0.18 um Technology.
Proceedings of the ESANN 2007, 2007

Classification of Biomedical Spectra Using Fuzzy Interquartile Encoding and Stochastic Feature Selection.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

Fuzzy Systems Engineering - Toward Human-Centric Computing.
Wiley, ISBN: 978-0-471-78857-7, 2007

2006
Linguistic models as a framework of user-centric system modeling.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2006

OR/AND neurons and the development of interpretable logic models.
IEEE Trans. Neural Networks, 2006

A New Approach to the Development of Genetically Optimized Multilayer Fuzzy Polynomial Neural Networks.
IEEE Trans. Industrial Electronics, 2006

Logic-Based Fuzzy Neurocomputing With Unineurons.
IEEE Trans. Fuzzy Systems, 2006

Genetically optimized fuzzy polynomial neural networks.
IEEE Trans. Fuzzy Systems, 2006

Multilayer hybrid fuzzy neural networks: synthesis via technologies of advanced computational intelligence.
IEEE Trans. on Circuits and Systems, 2006

A Granular Description of ECG Signals.
IEEE Trans. Biomed. Engineering, 2006

The equivalence between fuzzy Mealy and fuzzy Moore machines.
Soft Comput., 2006

Genetic optimization-driven multi-layer hybrid fuzzy neural networks.
Simulation Modelling Practice and Theory, 2006

Special Issue on Bioinformatics.
Pattern Recognition, 2006

Fuzzy polynomial neurons as neurofuzzy processing units.
Neural Computing and Applications, 2006

Deterioration of visual information in face classification using Eigenfaces and Fisherfaces.
Mach. Vis. Appl., 2006

Quantitative logic-based framework for agile methodologies.
Journal of Systems Architecture, 2006

Multi-layer self-organizing polynomial neural networks and their development with the use of genetic algorithms.
J. Franklin Institute, 2006

Web navigation support by means of proximity-driven assistant agents.
JASIST, 2006

Genetically Optimized Multi-Layer Fuzzy Polynomial Neural Networks: Analysis and Design.
JACIII, 2006

Early estimation of software size in object-oriented environments a case study in a CMM level 3 software firm.
Inf. Sci., 2006

Genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons.
Inf. Sci., 2006

A motion compression/reconstruction method based on max t-norm composite fuzzy relational equations.
Inf. Sci., 2006

Identification of defect-prone classes in telecommunication software systems using design metrics.
Inf. Sci., 2006

Improving RBF networks performance in regression tasks by means of a supervised fuzzy clustering.
Neurocomputing, 2006

Fuzzy logic-based networks: A study in logic data interpretation.
Int. J. Intell. Syst., 2006

Genetically Optimized Fuzzy Polynomial Neural Network and Its Application to Multi-variable Software Process.
Int. J. Fuzzy Logic and Intelligent Systems, 2006

The design of self-organizing neural networks based on PNs and FPNs with the aid of genetic optimization and extended GMDH method.
Int. J. Approx. Reasoning, 2006

Fuzzy relational neural network.
Int. J. Approx. Reasoning, 2006

Fuzzy Adaptive Logic Networks as Hybrid Models of Quantitative Software Engineering.
Intelligent Automation & Soft Computing, 2006

Boosting of granular models.
Fuzzy Sets and Systems, 2006

The potential of fuzzy neural networks in the realization of approximate reasoning engines.
Fuzzy Sets and Systems, 2006

Enhancement of fuzzy clustering by mechanisms of partial supervision.
Fuzzy Sets and Systems, 2006

Data Clustering with Partial Supervision.
Data Min. Knowl. Discov., 2006

Computational Intelligence Techniques for Building Transparent Construction Performance Models.
Proceedings of the IEEE International Conference on Systems, 2006

Analog-Counter-Based Conscience Mechanism in Kohonen's Neural Network Implemented in CMOS 0.18 m Technology.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2006

Methodological Identification of Information Granules-Based Fuzzy Systems by Means of Genetic Optimization.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Balanced Fuzzy Gates.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Optimization of Information Granulation-Oriented Fuzzy Set Model Using Hierarchical Fair Competition-Based Parallel Genetic Algorithms.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

GA-Based Polynomial Neural Networks Architecture and Its Application to Multi-variable Software Process.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Consecutive Identification of ANFIS-Based Fuzzy Systems with the Aid of Genetic Data Granulation.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Design of Fuzzy Neural Networks Based on Genetic Fuzzy Granulation and Regression Polynomial Fuzzy Inference.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Interpolating Support Information Granules.
Proceedings of the Artificial Neural Networks, 2006

The roots of granular computing.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Evolutionary Design of IG_gHSOFPNN with the aid of Information Granulation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Captology in Narrowcast Advertising: A Swarm Simulation of Persuasion Models.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Design Methodologies of Fuzzy Set-Based Fuzzy Model Based on GAs and Information Granulation.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005
Optimization of Image Compression Method Based on Fuzzy Relational Equations by Overlap Level of Fuzzy Sets.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

C-fuzzy decision trees.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005

Genetically optimized fuzzy decision trees.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2005

Granular mappings.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2005

Fuzzy wavelet packet based feature extraction method and its application to biomedical signal classification.
IEEE Trans. Biomed. Engineering, 2005

Special issue on soft computing applications to CDMA power control optimization.
Soft Comput., 2005

Exploring spatial data through computational intelligence: a joint perspective.
Soft Comput., 2005

Relational image compression: optimizations through the design of fuzzy coders and YUV color space.
Soft Comput., 2005

A model of granular data: a design problem with the Tchebyschev FCM.
Soft Comput., 2005

Interpretation of clusters in the framework of shadowed sets.
Pattern Recognition Letters, 2005

Face recognition: A study in information fusion using fuzzy integral.
Pattern Recognition Letters, 2005

Unsupervised hierarchical image segmentation with level set and additive operator splitting.
Pattern Recognition Letters, 2005

Face recognition using a fuzzy fisherface classifier.
Pattern Recognition, 2005

Nonlinear channel blind equalization using hybrid genetic algorithm with simulated annealing.
Mathematical and Computer Modelling, 2005

Genetic granular classifiers in modeling software quality.
Journal of Systems and Software, 2005

Adaptive Touch Panel User Interface by Type-Based Approach Using Particle Filters.
JACIII, 2005

Balanced fuzzy computing unit.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2005

Multi-layer hybrid fuzzy polynomial neural networks: a design in the framework of computational intelligence.
Neurocomputing, 2005

An approach to measure the robustness of fuzzy reasoning.
Int. J. Intell. Syst., 2005

Guest Editorial - Special issue: Recent developments in hybrid intelligent systems.
Int. J. Hybrid Intell. Syst., 2005

Genetic learning of fuzzy cognitive maps.
Fuzzy Sets and Systems, 2005

Genetically optimized logic models.
Fuzzy Sets and Systems, 2005

Fuzzy finite automata and fuzzy regular expressions with membership values in lattice-ordered monoids.
Fuzzy Sets and Systems, 2005

The genetic development of ordinal sums.
Fuzzy Sets and Systems, 2005

Fuzzy Relation Equations for Compression/Decompression Processes of Colour Images in the RGB and YUV Colour Spaces.
FO & DM, 2005

An Empirical Exploration of the Distributions of the Chidamber and Kemerer Object-Oriented Metrics Suite.
Empirical Software Engineering, 2005

Efficient decomposition methods of fuzzy relation and their application to image decomposition.
Appl. Soft Comput., 2005

Granular Regression.
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005

OR/AND Neurons for Fuzzy Set Connectives Using Ordinal Sums and Genetic Algorithms.
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005

Granular Computing with Shadowed Sets.
Proceedings of the Rough Sets, 2005

User-Driven Fuzzy Clustering: On the Road to Semantic Classification.
Proceedings of the Rough Sets, 2005

Collaborative Rough Clustering.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Genetically Dynamic Optimized Self-organizing Fuzzy Polynomial Neural Networks with Information Granulation Based FPNs.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

A New Approach to Genetically Optimized Hybrid Fuzzy Set-Based Polynomial Neural Networks with FSPNs and PNs.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

Genetically Optimized Hybrid Fuzzy Neural Networks in Modeling Software Data.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

Optimization of Fuzzy Systems Based on Fuzzy Set Using Genetic Optimization and Information Granulation.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Genetically Optimized Hybrid Fuzzy Neural Networks with the Aid of TSK Fuzzy Inference Rules and Polynomial Neural Networks.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Granular Computing in Knowledge Integration and Reuse.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Evolutionally Optimized Fuzzy Neural Networks Based on Evolutionary Fuzzy Granulation.
Proceedings of the Computational Science and Its Applications, 2005

Design of Evolutionally Optimized Rule-Based Fuzzy Neural Networks Based on Fuzzy Relation and Evolutionary Optimization.
Proceedings of the Computational Science, 2005

Genetically Dynamic Optimization Based Fuzzy Polynomial Neural Networks.
Proceedings of the Computational Science, 2005

Genetically Optimized Hybrid Fuzzy Neural Networks Based on Simplified Fuzzy Inference Rules and Polynomial Neurons.
Proceedings of the Computational Science, 2005

Evolutionary Development of Fuzzy Cognitive Maps.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Modeling Nonlinear Systems: An Approach of Boosted Linguistic Models.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Design of Information Granules-Based Fuzzy Systems Using Clustering Algorithm and Genetic Optimization.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

Genetic BDD-oriented Pattern Classifiers.
Proceedings of the Information Processing and Security Systems., 2005

Knowledge-based clustering - from data to information granules.
Wiley, ISBN: 978-0-471-46966-7, 2005

2004
Knowledge-Based Networking in GranularWorlds.
Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004

Guest Editorial Special Issue on Computational Intelligence in Telecommunications Networks and Internet Services - Part III.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2004

Face recognition using fuzzy Integral and wavelet decomposition method.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2004

Heterogeneous fuzzy logic networks: fundamentals and development studies.
IEEE Trans. Neural Networks, 2004

Granular prototyping in fuzzy clustering.
IEEE Trans. Fuzzy Systems, 2004

Noninvasive data analysis: a web of information granules.
Soft Comput., 2004

Two iterative methods of decomposition of a fuzzy relation for image compression/decompression processing.
Soft Comput., 2004

Fuzzy clustering with a knowledge-based guidance.
Pattern Recognition Letters, 2004

Fuzzy clustering with supervision.
Pattern Recognition, 2004

Relation-based neurofuzzy networks with evolutionary data granulation.
Mathematical and Computer Modelling, 2004

An inclusion/exclusion fuzzy hyperbox classifier.
KES Journal, 2004

Rule-based multi-FNN identification with the aid of evolutionary fuzzy granulation.
Knowl.-Based Syst., 2004

Fuzzy Aggregation Method Using Fisherface and Wavelet Decomposition for Face Recognition.
JACIII, 2004

Textual-Based Clustering Of Web Documents.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2004

Associations and rules in data mining: A link analysis.
Int. J. Intell. Syst., 2004

Logic-Oriented Fuzzy Neural Networks.
Int. J. Hybrid Intell. Syst., 2004

Building a software experience factory using granular-based models.
Fuzzy Sets and Systems, 2004

P-FCM: a proximity -- based fuzzy clustering.
Fuzzy Sets and Systems, 2004

Editorial.
Fuzzy Sets and Systems, 2004

Self-organizing neurofuzzy networks in modeling software data.
Fuzzy Sets and Systems, 2004

Self-organizing polynomial neural networks based on polynomial and fuzzy polynomial neurons: analysis and design.
Fuzzy Sets and Systems, 2004

Cascade Architectures of Fuzzy Neural Networks.
FO & DM, 2004

Logic-driven fuzzy modeling with fuzzy multiplexers.
Eng. Appl. of AI, 2004

Parameter estimation of fuzzy controller and its application to inverted pendulum.
Eng. Appl. of AI, 2004

The Genetic Design Of Hybrid Fuzzy Controllers.
Cybernetics and Systems, 2004

Genetic design of feature spaces for pattern classifiers.
Artificial Intelligence in Medicine, 2004

A new approach to self-organizing multi-layer fuzzy polynomial neural networks based on genetic optimization.
Advanced Engineering Informatics, 2004

Granular Computing: An Overview.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004

Medical Diagnosis System Using the Intelligent Fuzzy Systems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Dimensionality Reduction for Content-Based Image Classification.
Proceedings of the 8th International Conference on Information Visualisation, 2004

A New Approach to Self-Organizing Hybrid Fuzzy Polynomial Neural Networks: Synthesis of Computational Intelligence Technologies.
Proceedings of the Advances in Neural Networks, 2004

Genetically Optimized Self-Organizing Neural Networks Based on PNs and FPNs.
Proceedings of the Advances in Neural Networks, 2004

A New Approach to Self-Organizing Polynomial Neural Networks by Means of Genetic Algorithms.
Proceedings of the Advances in Neural Networks, 2004

Information Granulation-Based Multi-layer Hybrid Fuzzy Neural Networks: Analysis and Design.
Proceedings of the Computational Science, 2004

Self-Organizing Multi-layer Fuzzy Polynomial Neural Networks Based on Genetic Optimization.
Proceedings of the Computational Science, 2004

Granular Modeling: The Synergy of Granular Computing and Fuzzy Logic.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

Ordinal sums by using genetic algorithms.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Proactive Utilization of Proximity-Oriented Information Inside an Agent-based Framework.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Supervised Semantic Scene Classification Based on Low-Level Clustering and Relevance Feedback.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

Genetic Algorithms in Hardware-Software Partitioning.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, 2004

2003
Optimizing QoS routing in hierarchical ATM networks using computational intelligence techniques.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2003

Guest Editorial - Special issue on computational intelligence in telecommunications networks and internet services - Part II.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2003

Special issue on computational intelligence in telecommunications networks and Internet services. I.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2003

Self-organizing neurofuzzy networks based on evolutionary fuzzy granulation.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2003

A study of uncertain state estimation.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2003

Recursive information granulation: aggregation and interpretation issues.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2003

Evolutionary fuzzy modeling.
IEEE Trans. Fuzzy Systems, 2003

A genetic segmentation of ECG signals.
IEEE Trans. Biomed. Engineering, 2003

An alternative characterization of fuzzy complement functional.
Soft Comput., 2003

Set oriented mappings on neural networks.
Soft Comput., 2003

Multi-FNN identification based on HCM clustering and evolutionary fuzzy granulation.
Simulation Modelling Practice and Theory, 2003

Classification of meteorological volumetric radar data using rough set methods.
Pattern Recognition Letters, 2003

Practical assessment of the models for identification of defect-prone classes in object-oriented commercial systems using design metrics.
Journal of Systems and Software, 2003

Fuzzy fractal dimensions and fuzzy modeling.
Inf. Sci., 2003

Software quality analysis with the use of computational intelligence.
Information & Software Technology, 2003

N4: computing with neural receptive fields.
Neurocomputing, 2003

Fuzzy Polynomial Neuron-Based Self-Organizing Neural Networks.
Int. J. General Systems, 2003

P-FCM: a proximity-based fuzzy clustering for user-centered web applications.
Int. J. Approx. Reasoning, 2003

Guest-editorial.
Integrated Computer-Aided Engineering, 2003

Fuzzy timed Petri nets.
Fuzzy Sets and Systems, 2003

Hybrid identification in fuzzy-neural networks.
Fuzzy Sets and Systems, 2003

An Investigation on the Occurrence of Service Requests in Commercial Software Applications.
Empirical Software Engineering, 2003

Polynomial neural networks architecture: analysis and design.
Computers & Electrical Engineering, 2003

Training a feed-forward network with incomplete data due to missing input variables.
Appl. Soft Comput., 2003

Linear Regression Model-Guided Clustering for Training RBF Networks for Regression Problems.
Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003

Fuzzy Relational Neural Network for Data Analysis.
Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003

User type identification by mixing weight estimation of mixture models based on state space modeling.
Proceedings of the IEEE International Conference on Virtual Environments, 2003

Genetically Optimized Rule-Based Fuzzy Polynomial Neural Networks: Synthesis of Computational Intelligence Technologies.
Proceedings of the Rough Sets, 2003

A Feed Forward Network and Its Training Algorithm for Producing Sets.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2003

Exclusion/Inclusion Fuzzy Classification Network.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A Semi-supervised Clutsering Algorithm for Data Exploration.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Axiomatics fuzzy sets logic.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Proximity fuzzy clustering for web context analysis.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
On elicitation of membership functions.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2002

Granular clustering: a granular signature of data.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2002

Relational and directional aspects in the construction of information granules.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2002

Fuzzy polynomial neural networks: hybrid architectures of fuzzy modeling.
IEEE Trans. Fuzzy Systems, 2002

Fuzzy descriptive models: an interactive framework of information granulation [ECG data].
IEEE Trans. Fuzzy Systems, 2002

Genetic-fuzzy approach to the Boolean satisfiability problem.
IEEE Trans. Evolutionary Computation, 2002

An fMUX architecture: data modularization and mixed-mode system modeling.
Soft Comput., 2002

Modularization of fuzzy relational equations.
Soft Comput., 2002

fXOR fuzzy logic networks.
Soft Comput., 2002

Computational intelligence and visual computing: an emerging technology for software engineering.
Soft Comput., 2002

Logic-oriented fuzzy clustering.
Pattern Recognition Letters, 2002

Collaborative fuzzy clustering.
Pattern Recognition Letters, 2002

Feature analysis through information granulation and fuzzy sets.
Pattern Recognition, 2002

Temporal granulation and its application to signal analysis.
Inf. Sci., 2002

The design of self-organizing Polynomial Neural Networks.
Inf. Sci., 2002

Hybrid Fuzzy Polynomial Neural Networks.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2002

Association Analysis of Software Measures.
International Journal of Software Engineering and Knowledge Engineering, 2002

Advances in Kernel Methods. Support Vector Learning, B. Scholkopf, C.J.C. Burges, A.J. Smola (Eds.); MIT Press, Cambridge, 1999, pp 376+vii, ISBN 0-262-19416-3.
Neurocomputing, 2002

Knowledge-based neurocomputing. Ian Cloete and Jacek M. Zuranda (Eds.); MIT Press, Cambridge, MA, 2000, pp 486, ISBN 0-262-03274-0.
Neurocomputing, 2002

Granular computing with shadowed sets.
Int. J. Intell. Syst., 2002

Hybrid identification of fuzzy rule-based models.
Int. J. Intell. Syst., 2002

Fuzzy Relation Calculus in the Compression and Decompression of Fuzzy Relations.
Int. J. Image Graphics, 2002

Stability of Information Granulation and Information Granules.
International Journal of Computational Intelligence and Applications, 2002

Modeling temporal functions with granular regression and fuzzy rules.
Fuzzy Sets and Systems, 2002

Data compression with fuzzy relational equations.
Fuzzy Sets and Systems, 2002

Linguistic neurocomputing: the design of neural networks in the framework of fuzzy sets.
Fuzzy Sets and Systems, 2002

Self-organizing neural networks with fuzzy polynomial neurons.
Appl. Soft Comput., 2002

An interactive framework for an analysis of ECG signals.
Artificial Intelligence in Medicine, 2002

Implicit rule-based fuzzy-neural networks using the identification algorithm of GA hybrid scheme based on information granulation.
Advanced Engineering Informatics, 2002

Computational intelligence as an emerging paradigm of software engineering.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

On the Sensitivity of COCOMO II Software Cost Estimation Model.
Proceedings of the 8th IEEE International Software Metrics Symposium (METRICS 2002), 2002

Fuzzy Relational Image Compression using Non-Uniform Coders Designed by an Overlap Level of Fuzzy Sets.
Proceedings of the FSDK'02, 2002

Symmetrization of Fuzzy Operators: Notes on Data Aggregation.
Proceedings of the FSDK'02, 2002

Logic-Based Granular Prototyping.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

2001
Abstraction and specialization of information granules.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2001

A decomposition of fuzzy relations.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2001

Using self-organizing maps to analyze object-oriented software measures.
Journal of Systems and Software, 2001

Granular neural networks.
Neurocomputing, 2001

Calibration of software quality: Fuzzy neural and rough neural computing approaches.
Neurocomputing, 2001

Presenting the special issue on Rough-neuro computing : Preface.
Neurocomputing, 2001

A survey of defuzzification strategies.
Int. J. Intell. Syst., 2001

Learning of Fuzzy Automata.
International Journal of Computational Intelligence and Applications, 2001

The design of decision trees in the framework of granular data and their application to software quality models.
Fuzzy Sets and Systems, 2001

Fuzzy equalization in the construction of fuzzy sets.
Fuzzy Sets and Systems, 2001

Perception issues in data mining.
Proceedings of the IEEE International Conference on Systems, 2001

Application of computational intelligence techniques in active networks.
Proceedings of the 2001 ACM Symposium on Applied Computing (SAC), 2001

Analysis of Software Engineering Data Using Computational Intelligence Techniques.
Proceedings of the 7th International Conference on Object Oriented Information Systems, 2001

Meta Analysis - A Method of Combining Empirical Results and its Application in Object-Oriented Software Systems.
Proceedings of the 7th International Conference on Object Oriented Information Systems, 2001

Holmes: An Intelligent System to Support Software Product Line Development.
Proceedings of the 23rd International Conference on Software Engineering, 2001

Logic-motivated Choice of Fuzzy Logic Operators.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Fuzzy Relations Neural Network: Some Preliminary Results.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Towards fusing sophisticated mathematical knowledge and informal expert knowledge: an arbitrary metric can be naturally interpreted in fuzzy terms.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

One-to-many mappings represented on feed-forward networks.
Proceedings of the ESANN 2001, 2001

2000
Investigating a relevance of fuzzy mappings.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2000

Designing decision trees with the use of fuzzy granulation.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2000

Fast solving method of fuzzy relational equation and its application to lossy image compression/reconstruction.
IEEE Trans. Fuzzy Systems, 2000

Representation and Propagation of Information Granules in Rule-based Computing.
JACIII, 2000

Editorial: Sampling Research on Advanced Computational Intelligence in Canada.
JACIII, 2000

A Fuzzy Rule Extraction Method for ANFIS Using CFCM and Fuzzy Equalization.
JACIII, 2000

Neural Network Based Power Flow Predictor.
JACIII, 2000

Adaptive Processing of Sequences and Data Structures, : C. Lee Giles and Marco Gori (Eds.); Springer, Berlin, 1998, pp. 434, ISBN 3-540-64341-9.
Neurocomputing, 2000

Granular worlds: Representation and communication problems.
Int. J. Intell. Syst., 2000

Identification of fuzzy systems by means of an auto-tuning algorithm and its application to nonlinear systems.
Fuzzy Sets and Systems, 2000

Expanding the meaning of and applications for data mining.
Proceedings of the IEEE International Conference on Systems, 2000

Information Granulation for Concept Formation.
Proceedings of the Applied Computing 2000, 2000

Fuzzy Set Theoretic Adjustment to Training Set Class Labels Using Robust Location Measures.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Holmes: a system to support software product lines.
Proceedings of the 22nd International Conference on on Software Engineering, 2000

1999
Linguistic models and linguistic modeling.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999

Fuzzy relational compression.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999

Generalized fuzzy Petri nets as pattern classifiers.
Pattern Recognition Letters, 1999

Fuzzy Neural Network as Instance Generator for Case-Based Reasoning System: An Example of Selection of Heat Exchange Equipment in Mixing Tanks.
Neural Computing and Applications, 1999

Guest Editorial.
J. Intelligent Manufacturing, 1999

Fuzzy Control Stability Analysis Using a Generalized Fuzzy Petri Net Model.
JACIII, 1999

Fuzzy Set Based Neural Networks: Structure, Learning and Application.
JACIII, 1999

Approximate real-time decision making: Concepts and rough fuzzy Petri net models.
Int. J. Intell. Syst., 1999

Granular computing in the development of fuzzy controllers.
Int. J. Intell. Syst., 1999

Ernest Czogala.
Fuzzy Sets and Systems, 1999

Specificity shift in solving fuzzy relational equations.
Fuzzy Sets and Systems, 1999

1998
Computational Intelligence in Software Engineering
Advances in Fuzzy Systems - Applications and Theory 16, World Scientific, ISBN: 978-981-4496-02-5, 1998

Shadowed sets: representing and processing fuzzy sets.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1998

Conditional fuzzy clustering in the design of radial basis function neural networks.
IEEE Trans. Neural Networks, 1998

Data Mining Methods for Knowledge Discovery.
IEEE Trans. Neural Networks, 1998

Two nonparametric models for fusing heterogeneous fuzzy data.
IEEE Trans. Fuzzy Systems, 1998

Fuzzy evolutionary computing.
Soft Comput., 1998

Implicitly-Supervised Learning and Its Application to Fuzzy Pattern Classifiers.
Inf. Sci., 1998

Guest Editorial.
Inf. Sci., 1998

Context adaptation in fuzzy processing and genetic algorithms.
Int. J. Intell. Syst., 1998

Fuzzy set technology in knowledge discovery.
Fuzzy Sets and Systems, 1998

Optimization schemes for decomposition of fuzzy relations.
Fuzzy Sets and Systems, 1998

A general approach to solving a wide class of fuzzy optimization problems.
Fuzzy Sets and Systems, 1998

Controller design using multigranular architecture of fuzzy inference and Petri nets.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997
Fuzzy clustering with partial supervision.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1997

Neural-network front ends in unsupervised learning.
IEEE Trans. Neural Networks, 1997

Rule-based modeling of nonlinear relationships.
IEEE Trans. Fuzzy Systems, 1997

Reconstruction problem and information granularity.
IEEE Trans. Fuzzy Systems, 1997

Fuzzy Clustering in Software Reusability.
Softw., Pract. Exper., 1997

Fuzzy Encoding and Decoding: A Study in Information Granularity.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 1997

Nonmonotonic fuzzy set operations: A generalization and some applications.
Int. J. Intell. Syst., 1997

Rule-based models of multivariable functions.
Fuzzy Sets and Systems, 1997

Nonlinear context adaptation in the calibration of fuzzy sets.
Fuzzy Sets and Systems, 1997

Technological developments section.
Fuzzy Sets and Systems, 1997

Fuzzy sets in pattern recognition: Accomplishments and challenges.
Fuzzy Sets and Systems, 1997

Fuzzy inference networks: an introduction.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
Optimization of fuzzy models.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1996

Fuzzy multimodels.
IEEE Trans. Fuzzy Systems, 1996

A parametric model for fusing heterogeneous fuzzy data.
IEEE Trans. Fuzzy Systems, 1996

Conditional Fuzzy C-Means.
Pattern Recognition Letters, 1996

Classification of relational patterns as a decomposition problem.
Pattern Recognition Letters, 1996

A fuzzy knowledge base for dynamic image understandin.
Pattern Recognition Letters, 1996

Interfaces of Fuzzy Models: A Study in Fuzzy Information Processing.
Inf. Sci., 1996

Modeling fuzzy Reasoning using High Level fuzzy Petri Nets.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 1996

An algorithmic framework for development and optimization of fuzzy models.
Fuzzy Sets and Systems, 1996

Directional fuzzy clustering and its application to fuzzy modelling.
Fuzzy Sets and Systems, 1996

Solving fuzzy relational equations through logical filtering.
Fuzzy Sets and Systems, 1996

1995
Distributed fuzzy system modeling.
IEEE Trans. Systems, Man, and Cybernetics, 1995

Design of fuzzy systems with fuzzy flip-flops.
IEEE Trans. Systems, Man, and Cybernetics, 1995

D-fuzzy clustering.
Pattern Recognition Letters, 1995

A reconfigurable fuzzy neural network with in-situ learning.
IEEE Micro, 1995

A parametric heterogeneous fuzzy data model.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Fuzzy sets engineering.
CRC Press, ISBN: 978-0-8493-9402-7, 1995

1994
A generalized fuzzy Petri net model.
IEEE Trans. Fuzzy Systems, 1994

OR/AND neuron in modeling fuzzy set connectives.
IEEE Trans. Fuzzy Systems, 1994

Neural Structures of Fuzzy Decision-Making.
Journal of Intelligent and Fuzzy Systems, 1994

A Hierarchical Neural Model of Matching.
Inf. Sci., 1994

Revealing Logical Dependencies in Fuzzy Data with the Aid of Multilevel Fuzzy Relational Equations.
Inf. Sci., 1994

Augmenting Scan Path SRLs with an XOR Network to Enhance Delay Fault Testing.
Proceedings of the IEEE International Workshop on Defect and Fault Tolerance in VLSI Systems, 1994

1993
Reliable and fast reconfigurable hierarchical interconnection networks for linear WSI arrays.
IEEE Trans. VLSI Syst., 1993

Fuzzy-set based models of neurons and knowledge-based networks.
IEEE Trans. Fuzzy Systems, 1993

Principles and methodology of fuzzy sets.
J. Intelligent Manufacturing, 1993

Logic-based neural networks.
Inf. Sci., 1993

A neural network algorithm for testing stuck-open faults in CMOS combinational circuits.
J. Electronic Testing, 1993

1992
Associations of fuzzy sets.
IEEE Trans. Systems, Man, and Cybernetics, 1992

Fuzzy neural networks with reference neurons as pattern classifiers.
IEEE Trans. Neural Networks, 1992

Author's reply.
Pattern Recognition, 1992

Prototype construction and evaluation as inverse problems in pattern classification.
Pattern Recognition, 1992

Selected issues of frame of knowledge representation realized by means of linguistic labels.
Int. J. Intell. Syst., 1992

Concepts formation: Representation and processing issues.
Int. J. Intell. Syst., 1992

A study on approximate reasoning mechanisms via fuzzy relation equations.
Int. J. Approx. Reasoning, 1992

Modelling with Fuzzy Sets in Fuzzy Control.
Proceedings of the Fuzzy Logik, 1992

1991
A referential scheme of fuzzy decision making and its neural network structure.
IEEE Trans. Systems, Man, and Cybernetics, 1991

Matching fuzzy quantities.
IEEE Trans. Systems, Man, and Cybernetics, 1991

Formation of prototypes and their confidence regions in classification and concept formation problems.
Pattern Recognition Letters, 1991

Neurocomputations in Relational Systems.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Fuzzy logic in development of fundamentals of pattern recognition.
Int. J. Approx. Reasoning, 1991

Classification of electrocardiographic signals: a fuzzy pattern matching approach.
Artificial Intelligence in Medicine, 1991

Fuzzy Dynamic Systems.
Proceedings of the Fuzzy Logic and Fuzzy Control, 1991

Difference Fuzzy Relation Equations: Studies in Dynamical Systems.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1991

1990
Fuzzy sets in pattern recognition: Methodology and methods.
Pattern Recognition, 1990

Designing of classification procedures with the use of equality and difference operators.
Pattern Recognition, 1990

Relevancy of fuzzy models.
Inf. Sci., 1990

On some finite fuzzy relation equations.
Inf. Sci., 1990

A fuzzy cognitive system: examination of a referential neural architecture.
Proceedings of the IJCNN 1990, 1990

1989
A fuzzy cognitive structure for pattern recognition.
Pattern Recognition Letters, 1989

Knowledge representation in medicine and clinical behavioural science : L. J. Kohout and W. Bandler, Eds., Abacus Press, Tunbridge Wells, Kent, 1988, $24.50 .
Int. J. Approx. Reasoning, 1989

An aspect of discrepancy in the implementation of modus ponens in the presence of fuzzy quantities.
Int. J. Approx. Reasoning, 1989

1988
Fuzzy Sets and T-Norms in the Light of Fuzzy Logic.
International Journal of Man-Machine Studies, 1988

1986
Subjective Entropy of Probabilistic Sets and Fuzzy Cluster Analysis.
IEEE Trans. Systems, Man, and Cybernetics, 1986

On the Suitability of Fuzzy Models: An Evaluation Through Fuzzy Integrals.
International Journal of Man-Machine Studies, 1986

Ranking multiple aspect alternatives - Fuzzy relational equations approach.
Automatica, 1986

1985
Classification in a fuzzy environment.
Pattern Recognition Letters, 1985

Algorithms of fuzzy clustering with partial supervision.
Pattern Recognition Letters, 1985

1984
Identification in fuzzy systems.
IEEE Trans. Systems, Man, and Cybernetics, 1984

Characterization of fuzzy clustering algorithms in terms of entropy of probabilistic sets.
Pattern Recognition Letters, 1984

Some theoretical aspects of fuzzy-relation equations describing fuzzy systems.
Inf. Sci., 1984

1982
Fuzzy system identification via probabilistic sets.
Inf. Sci., 1982

1981
Some Problems Concerning the Construction of Algorithms of Decision-Making in Fuzzy Systems.
International Journal of Man-Machine Studies, 1981

1980
Stabilization of bilinear systems by a linear feedback control.
Kybernetika, 1980


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