Guoyin Wang

Orcid: 0000-0002-8521-5232

Affiliations:
  • Chongqing University of Posts and Telecommunications, China
  • Xi'an Jiaotong University, China (PhD 1996)


According to our database1, Guoyin Wang authored at least 399 papers between 1995 and 2024.

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Bibliography

2024
Towards explaining graph neural networks via preserving prediction ranking and structural dependency.
Inf. Process. Manag., March, 2024

A multi-level semantic-assisted unsupervised heterogeneous network representation learning model.
Neurocomputing, March, 2024

Gaussian mixture model with local consistency: a hierarchical minimum message length-based approach.
Int. J. Mach. Learn. Cybern., February, 2024

WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning.
IEEE Trans. Knowl. Data Eng., January, 2024

Data-Driven Interval Granulation Approach Based on Uncertainty Principle for Efficient Classification.
IEEE Trans. Fuzzy Syst., January, 2024

One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning.
IEEE Trans. Artif. Intell., January, 2024

Mobile Edge Computing and Machine Learning in the Internet of Unmanned Aerial Vehicles: A Survey.
ACM Comput. Surv., January, 2024

FDSR: An Interpretable Frequency Division Stepwise Process Based Single-Image Super-Resolution Network.
IEEE Trans. Image Process., 2024

Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval.
CoRR, 2024

Multi-Granularity Causal Structure Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Information fusion for multi-scale data: Survey and challenges.
Inf. Fusion, December, 2023

Stable local interpretable model-agnostic explanations based on a variational autoencoder.
Appl. Intell., December, 2023

Incremental Approximation Feature Selection With Accelerator for Rough Fuzzy Sets by Knowledge Distance.
IEEE Trans. Fuzzy Syst., November, 2023

Interactive fuzzy knowledge distance-guided attribute reduction with three-way accelerator.
Knowl. Based Syst., November, 2023

Multi-transformer based on prototypical enhancement network for few-shot relation classification with domain adaptation.
Neurocomputing, November, 2023

Uncertainty and three-way decision in data science.
Int. J. Approx. Reason., November, 2023

Constructing shadowed set based on game analysis of uncertainty and decision cost.
Appl. Soft Comput., November, 2023

Mean-Field Learning for Edge Computing in Mobile Blockchain Networks.
IEEE Trans. Mob. Comput., October, 2023

A Neighborhood Covering Classifier Based on Optimal Granularity of Fuzzy Quotient Space.
IEEE Trans. Fuzzy Syst., October, 2023

Bi-LSTM Sequence Modeling for On-The-Fly Fine-Grained Sketch-Based Image Retrieval.
IEEE Trans. Artif. Intell., October, 2023

Interpreting open-domain dialogue generation by disentangling latent feature representations.
Neural Comput. Appl., October, 2023

An optimized method for variational autoencoders based on Gaussian cloud model.
Inf. Sci., October, 2023

High-practicability image completion using attention mechanism and joint enhancive discriminator.
Appl. Intell., October, 2023

Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System.
IEEE Trans. Knowl. Data Eng., September, 2023

An Efficient Spectral Clustering Algorithm Based on Granular-Ball.
IEEE Trans. Knowl. Data Eng., September, 2023

GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection.
IEEE Trans. Knowl. Data Eng., September, 2023

An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation.
IEEE Trans. Knowl. Data Eng., August, 2023

A Hybrid Model for Billet Tapping Temperature Prediction and Optimization in Reheating Furnace.
IEEE Trans. Ind. Informatics, August, 2023

Cloud-VAE: Variational autoencoder with concepts embedded.
Pattern Recognit., August, 2023

Hierarchical multi-UAVs task assignment based on dominance rough sets.
Appl. Soft Comput., August, 2023

An improved label propagation algorithm based on community core node and label importance for community detection in sparse network.
Appl. Intell., July, 2023

Dynamic Computation Offloading and Server Deployment for UAV-Enabled Multi-Access Edge Computing.
IEEE Trans. Mob. Comput., May, 2023

Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors.
IEEE Trans. Knowl. Data Eng., April, 2023

Dynamic feature selection combining standard deviation and interaction information.
Int. J. Mach. Learn. Cybern., April, 2023

Multiple heterogeneous network representation learning based on multi-granularity fusion.
Int. J. Mach. Learn. Cybern., March, 2023

Cloud-Cluster: An uncertainty clustering algorithm based on cloud model.
Knowl. Based Syst., March, 2023

FBMSNet: A Filter-Bank Multi-Scale Convolutional Neural Network for EEG-Based Motor Imagery Decoding.
IEEE Trans. Biomed. Eng., February, 2023

Superiority of three-way decisions from the perspective of probability.
Artif. Intell. Rev., February, 2023

Density peaks clustering based on balance density and connectivity.
Pattern Recognit., 2023

Ensemble learning framework for image retrieval via deep hash ranking.
Knowl. Based Syst., 2023

An explainable molecular property prediction via multi-granularity.
Inf. Sci., 2023

Mining multigranularity decision rules of concept cognition for knowledge graphs based on three-way decision.
Inf. Process. Manag., 2023

Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence.
Int. J. Autom. Comput., 2023

Induction of interval shadowed sets from the perspective of maintaining fuzziness.
Int. J. Approx. Reason., 2023

Sentiment Analysis through LLM Negotiations.
CoRR, 2023

A Causal Disentangled Multi-Granularity Graph Classification Method.
CoRR, 2023

Language Models As Semantic Indexers.
CoRR, 2023

GBG++: A Fast and Stable Granular Ball Generation Method for Classification.
CoRR, 2023

Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method.
CoRR, 2023

Granular-ball Optimization Algorithm.
CoRR, 2023

Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls.
CoRR, 2023

GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing.
CoRR, 2023

Granular-Ball Three-Way Decision.
Proceedings of the Rough Sets - International Joint Conference, 2023

Link Prediction for Attribute and Structure Learning Based on Attention Mechanism.
Proceedings of the Rough Sets - International Joint Conference, 2023

A Causal Disentangled Multi-granularity Graph Classification Method.
Proceedings of the Rough Sets - International Joint Conference, 2023

Building Interpretable Deep CNN Based on Binary Tree Structure Convolution Layers.
Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023

Pyramid Feature Iterative Fusion: A Cross-Scale Fusion Algorithm for Enhanced Analysis of H&E Images in HER2-Positive Breast Cancer.
Proceedings of the IEEE International Conference on Data Mining, 2023

A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification : Extended abstract.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Sketch Less Face Image Retrieval: A New Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition.
CAAI Trans. Intell. Technol., December, 2022

Deep Learning-Based Network Traffic Prediction for Secure Backbone Networks in Internet of Vehicles.
ACM Trans. Internet Techn., November, 2022

A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction.
IEEE Trans. Serv. Comput., 2022

Online Learning for Distributed Computation Offloading in Wireless Powered Mobile Edge Computing Networks.
IEEE Trans. Parallel Distributed Syst., 2022

Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram.
IEEE Trans. Neural Networks Learn. Syst., 2022

mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework.
IEEE Trans. Neural Networks Learn. Syst., 2022

Optimized Content Caching and User Association for Edge Computing in Densely Deployed Heterogeneous Networks.
IEEE Trans. Mob. Comput., 2022

A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification.
IEEE Trans. Knowl. Data Eng., 2022

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.
IEEE Trans. Knowl. Data Eng., 2022

A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction.
IEEE Trans. Knowl. Data Eng., 2022

Fuzzy-Entropy-Based Game Theoretic Shadowed Sets: A Novel Game Perspective From Uncertainty.
IEEE Trans. Fuzzy Syst., 2022

Granularity Selection for Hierarchical Classification Based on Uncertainty Measure.
IEEE Trans. Fuzzy Syst., 2022

PAM-DenseNet: A Deep Convolutional Neural Network for Computer-Aided COVID-19 Diagnosis.
IEEE Trans. Cybern., 2022

Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification.
IEEE Trans. Cybern., 2022

Intrusion Detection for Secure Social Internet of Things Based on Collaborative Edge Computing: A Generative Adversarial Network-Based Approach.
IEEE Trans. Comput. Soc. Syst., 2022

A Trustable Data-Driven Framework for Composite System Reliability Evaluation.
IEEE Syst. J., 2022

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Democratic three-way decisions based on voting mechanism.
Int. J. Mach. Learn. Cybern., 2022

MGRL: attributed multiplex heterogeneous network representation learning based on multi-granularity information fusion.
Int. J. Mach. Learn. Cybern., 2022

An adaptive and general model for label noise detection using relative probabilistic density.
Knowl. Based Syst., 2022

LRP2A: Layer-wise Relevance Propagation based Adversarial attacking for Graph Neural Networks.
Knowl. Based Syst., 2022

SW: A weighted space division framework for imbalanced problems with label noise.
Knowl. Based Syst., 2022

EGNN: Constructing explainable graph neural networks via knowledge distillation.
Knowl. Based Syst., 2022

Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval.
Knowl. Based Syst., 2022

Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction.
Knowl. Based Syst., 2022

Multi-granularity visual explanations for CNN.
Knowl. Based Syst., 2022

IbLT: An effective granular computing framework for hierarchical community detection.
J. Intell. Inf. Syst., 2022

Improving nonnegative matrix factorization with advanced graph regularization.
Inf. Sci., 2022

Local knowledge distance for rough approximation measure in multi-granularity spaces.
Inf. Sci., 2022

Fuzzy hierarchical network embedding fusing structural and neighbor information.
Inf. Sci., 2022

Hierarchical quotient space-based concept cognition for knowledge graphs.
Inf. Sci., 2022

A fast neighborhood classifier based on hash bucket with application to medical diagnosis.
Int. J. Approx. Reason., 2022

A novel cluster internal evaluation index based on hyper-balls.
CoRR, 2022

GBSVM: Granular-ball Support Vector Machine.
CoRR, 2022

Semi-supervised Learning with Deterministic Labeling and Large Margin Projection.
CoRR, 2022

Advanced Conditional Variational Autoencoders (A-CVAE): Towards interpreting open-domain conversation generation via disentangling latent feature representation.
CoRR, 2022

Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval.
CoRR, 2022

An Efficient and Adaptive Granular-ball Generation Method in Classification Problem.
CoRR, 2022

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation.
CoRR, 2022

A Multi-objective optimization algorithm based on dynamic user-preference information.
Computing, 2022

Improving Incremental Nonnegative Matrix Factorization Method for Recommendations Based on Three-Way Decision Making.
Cogn. Comput., 2022

Adaptive Three-Way C-Means Clustering Based on the Cognition of Distance Stability.
Cogn. Comput., 2022

A Novel Functional Network Based on Three-way Decision for Link Prediction in Signed Social Networks.
Cogn. Comput., 2022

Signaling repurposable drug combinations against COVID-19 by developing the heterogeneous deep herb-graph method.
Briefings Bioinform., 2022

MGCC: Multi-Granularity Cognitive Computing.
Proceedings of the Rough Sets - International Joint Conference, 2022

USV Path Planning Based on Adaptive Fuzzy Reward.
Proceedings of the Rough Sets - International Joint Conference, 2022

Denoise Network Structure for User Alignment Across Networks via Graph Structure Learning.
Proceedings of the Data Mining and Big Data - 7th International Conference, 2022

Concentration distribution and cluster analysis of PM2.5 based on lognormal cloud model.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Robust-STP: A Robust Seasonal-trend Decomposition Method for Partial Periodic Time Series.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Graph Neural Networks with Multi-granularity Pooling.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

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

2021
A Sequential Three-Way Decision Model With Intuitionistic Fuzzy Numbers.
IEEE Trans. Syst. Man Cybern. Syst., 2021

A Deep Latent Factor Model for High-Dimensional and Sparse Matrices in Recommender Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Mining Maximal Dynamic Spatial Colocation Patterns.
IEEE Trans. Neural Networks Learn. Syst., 2021

A Reinforcement Learning-Based Network Traffic Prediction Mechanism in Intelligent Internet of Things.
IEEE Trans. Ind. Informatics, 2021

Self-Relative Evaluation Framework for EEG-Based Biometric Systems.
Sensors, 2021

EEG extended source imaging with structured sparsity and L<sub>1</sub>-norm residual.
Neural Comput. Appl., 2021

Text tendency analysis based on multi-granularity emotional chunks and integrated learning.
Neural Comput. Appl., 2021

hier2vec: interpretable multi-granular representation learning for hierarchy in social networks.
Int. J. Mach. Learn. Cybern., 2021

Optimal scale combination selection for multi-scale decision tables based on three-way decision.
Int. J. Mach. Learn. Cybern., 2021

Weighted oversampling algorithms for imbalanced problems and application in prediction of streamflow.
Knowl. Based Syst., 2021

A novel sequential three-way decision model with autonomous error correction.
Knowl. Based Syst., 2021

A novel fast constructing neighborhood covering algorithm for efficient classification.
Knowl. Based Syst., 2021

Equidistant k-layer multi-granularity knowledge space.
Knowl. Based Syst., 2021

LaPOLeaF: Label propagation in an optimal leading forest.
Inf. Sci., 2021

Novel three-way generative classifier with weighted scoring distribution.
Inf. Sci., 2021

Multi-granularity distance measure for interval-valued intuitionistic fuzzy concepts.
Inf. Sci., 2021

RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise.
Inf. Sci., 2021

Lifetime-Priority-Driven Resource Allocation for WNV-Based Internet of Things.
IEEE Internet Things J., 2021

Building partially understandable convolutional neural networks by differentiating class-related neural nodes.
Neurocomputing, 2021

Three-way recommendation model based on shadowed set with uncertainty invariance.
Int. J. Approx. Reason., 2021

A two-stage clustering-based cold-start method for active learning.
Intell. Data Anal., 2021

SMDP-based sleep policy for base stations in heterogeneous cellular networks.
Digit. Commun. Networks, 2021

Rethinking the Image Feature Biases Exhibited by Deep CNN Models.
CoRR, 2021

Intelligent resource allocation in mobile blockchain for privacy and security transactions: a deep reinforcement learning based approach.
Sci. China Inf. Sci., 2021

Learning Multi-Granularity Neural Network Encoding Image Classification Using DCNNs for Easter Africa Community Countries.
IEEE Access, 2021

Multilevel and Multi-granularity of Remote Sensing Imagery Application based on Deep Learning and Machine Learning Algorithm.
Proceedings of the MLMI 2021: The 4th International Conference on Machine Learning and Machine Intelligence, Hangzhou, China, September 17, 2021

A Novel Multi-View Clustering Method for Unknown Mapping Relationships Between Cross-View Samples.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Designing a Partially Understandable Neural Network through Semantic Embedding.
Proceedings of the International Joint Conference on Neural Networks, 2021

HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

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

2020
Fuzzy Entropy: A More Comprehensible Perspective for Interval Shadowed Sets of Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2020

Knowledge Distance Measure for the Multigranularity Rough Approximations of a Fuzzy Concept.
IEEE Trans. Fuzzy Syst., 2020

Optimal scale selection by integrating uncertainty and cost-sensitive learning in multi-scale decision tables.
Int. J. Mach. Learn. Cybern., 2020

An efficient three-way clustering algorithm based on gravitational search.
Int. J. Mach. Learn. Cybern., 2020

A novel sequential three-way decisions model based on penalty function.
Knowl. Based Syst., 2020

Deep multi-granularity graph embedding for user identity linkage across social networks.
Knowl. Based Syst., 2020

基于边界域的邻域知识距离度量模型 (Neighborhood Knowledge Distance Measure Model Based on Boundary Regions).
计算机科学, 2020

基于注意力机制的评论情感分析及情感词检测 (Comment Sentiment Analysis and Sentiment Words Detection Based on Attention Mechanism).
计算机科学, 2020

Three-way decisions of rough vague sets from the perspective of fuzziness.
Inf. Sci., 2020

A general model of decision-theoretic three-way approximations of fuzzy sets based on a heuristic algorithm.
Inf. Sci., 2020

An active three-way clustering method via low-rank matrices for multi-view data.
Inf. Sci., 2020

Optimal scale selection and attribute reduction in multi-scale decision tables based on three-way decision.
Inf. Sci., 2020

Social relationship prediction across networks using tri-training BP neural networks.
Neurocomputing, 2020

Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology.
Neurocomputing, 2020

Finding strongly connected components of simple digraphs based on granulation strategy.
Int. J. Approx. Reason., 2020

Mean-entropy-based shadowed sets: A novel three-way approximation of fuzzy sets.
Int. J. Approx. Reason., 2020

Cross-Domain Recommendation Based on Sentiment Analysis and Latent Feature Mapping.
Entropy, 2020

D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization.
CoRR, 2020

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection.
CoRR, 2020

Ball k-means.
CoRR, 2020

Spatial fusion of maximum signal fraction analysis for frequency recognition in SSVEP-based BCI.
Biomed. Signal Process. Control., 2020

Multi-granularity Complex Network Representation Learning.
Proceedings of the Rough Sets - International Joint Conference, 2020

Dynamic Task Offloading and Resource Allocation for Heterogeneous MEC-enable IoT.
Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020

Siamese BERT Model with Adversarial Training for Relation Classification.
Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

2019
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers.
IEEE Trans. Knowl. Data Eng., 2019

Optimal granularity selection based on cost-sensitive sequential three-way decisions with rough fuzzy sets.
Knowl. Based Syst., 2019

层次粒结构下粗糙模糊集的不确定性度量 (Uncertainty Measure of Rough Fuzzy Sets in Hierarchical Granular Structure).
计算机科学, 2019

Granular ball computing classifiers for efficient, scalable and robust learning.
Inf. Sci., 2019

A three-way cluster ensemble approach for large-scale data.
Int. J. Approx. Reason., 2019

Bidirectional Cognitive Computing Model for Uncertain Concepts.
Cogn. Comput., 2019

Guest Editorial: Rough Sets and Data Mining.
CAAI Trans. Intell. Technol., 2019

Survey on cloud model based similarity measure of uncertain concepts.
CAAI Trans. Intell. Technol., 2019

Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification.
IEEE Access, 2019

Learning Multi-granular Features for Harvesting Knowledge from Free Text.
Proceedings of the Rough Sets - International Joint Conference, 2019

A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks.
Proceedings of the Rough Sets - International Joint Conference, 2019

A Data-Aware Latent Factor Model for Web Service QoS Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Classifying Relation via Piecewise Convolutional Neural Networks with Transfer Learning.
Proceedings of the Man-Machine Interactions 6, 2019

Edge Sign Prediction Based on Orthogonal Graph Regularized Nonnegative Matrix Factorization for Transfer Learning.
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

A Fast Relative Density Method Based on Space Partitioning.
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

A Multi-granularity Genetic Algorithm.
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

Imaging EEG Extended Sources Based on Variation Sparsity with L<sub>1</sub>-norm Residual.
Proceedings of the Brain Informatics - 12th International Conference, 2019

Evaluation of Identity Information Loss in EEG-Based Biometric Systems.
Proceedings of the Brain Informatics - 12th International Conference, 2019

2018
A Highly Accurate Framework for Self-Labeled Semisupervised Classification in Industrial Applications.
IEEE Trans. Ind. Informatics, 2018

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

A Novel Three-way decision model with decision-theoretic rough sets using utility theory.
Knowl. Based Syst., 2018

A Dynamic Three-way Decision Model based on the Updating of Attribute Values.
Knowl. Based Syst., 2018

Finding strongly connected components of simple digraphs based on generalized rough sets theory.
Knowl. Based Syst., 2018

基于3D-PCANet的阿尔兹海默病辅助诊断 (Diagnosis of Alzheimer's Disease Based on 3D-PCANet).
计算机科学, 2018

Knowledge distance measure in multigranulation spaces of fuzzy equivalence relations.
Inf. Sci., 2018

Pixel convolutional neural network for multi-focus image fusion.
Inf. Sci., 2018

Brightness and contrast controllable image enhancement based on histogram specification.
Neurocomputing, 2018

Self-training semi-supervised classification based on density peaks of data.
Neurocomputing, 2018

Mining Maximal Dynamic Spatial Co-Location Patterns.
CoRR, 2018

A multi-granularity decomposition mechanism of complex tasks based on density peaks.
Big Data Min. Anal., 2018

Multi-label Online Streaming Feature Selection Based on Spectral Granulation and Mutual Information.
Proceedings of the Rough Sets - International Joint Conference, 2018

An Efficient Gradual Three-Way Decision Cluster Ensemble Approach.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

A self-training semi-supervised classification algorithm based on density peaks of data and differential evolution.
Proceedings of the 15th IEEE International Conference on Networking, Sensing and Control, 2018

A Multi-granular Hierarchical Evaluation Model for Multiple Criteria Three Sorting.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

DGCC: A Case for Integration of Brain Cognition and Intelligence Computation.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Finding Multi-granularity Community Structures in Social Networks Based on Significance of Community Partition.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Prediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMO.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

A Soft Sensing Prediction Model of Superheat Degree in the Aluminum Electrolysis Production.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

A Multi-Granular Relative Density Model for Class Noise Detection.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Measuring Uncertainty of Probabilistic Rough Set Model From Its Three Regions.
IEEE Trans. Syst. Man Cybern. Syst., 2017

A novel cognitive transformation algorithm based on Gaussian cloud model and its application in image segmentation.
Numer. Algorithms, 2017

Fat node leading tree for data stream clustering with density peaks.
Knowl. Based Syst., 2017

Research on approximation set of rough set based on fuzzy similarity.
J. Intell. Fuzzy Syst., 2017

Three-way decision model with two types of classification errors.
Inf. Sci., 2017

Image analysis by fractional-order orthogonal moments.
Inf. Sci., 2017

Incremental approximation computation in incomplete ordered decision systems.
Int. J. Comput. Intell. Syst., 2017

Non-iterative Label Propagation on Optimal Leading Forest.
CoRR, 2017

A Semi-supervised Three-Way Clustering Framework for Multi-view Data.
Proceedings of the Rough Sets - International Joint Conference, 2017

Data-Driven Granular Cognitive Computing.
Proceedings of the Rough Sets - International Joint Conference, 2017

Relation Linking for Wikidata Using Bag of Distribution Representation.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Online Streaming Feature Selection Based on Conditional Information Entropy.
Proceedings of the IEEE International Conference on Big Knowledge, 2017

EEG-Based Person Recognition Analysis and Criticism.
Proceedings of the IEEE International Conference on Big Knowledge, 2017

Noise self-filtering K-nearest neighbors algorithms.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
A tree-based incremental overlapping clustering method using the three-way decision theory.
Knowl. Based Syst., 2016

Approximate concept construction with three-way decisions and attribute reduction in incomplete contexts.
Knowl. Based Syst., 2016

An incremental approach for attribute reduction based on knowledge granularity.
Knowl. Based Syst., 2016

Rough sets in distributed decision information systems.
Knowl. Based Syst., 2016

基于自适应云模型的多模态脑部图像融合方法 (Fusion Method of Multi-model Brain Images Based on Adaptive Cloud Model).
计算机科学, 2016

基于离散Tchebichef矩和软决策量化的图像压缩 (Image Compression Based on Discrete Tchebichef Moments and Soft Decision Quantization).
计算机科学, 2016

基于不协调置信优势原理关系的知识约简 (Approach to Knowledge Reduction Based on Inconsistent Confidential Dominance Principle Relation).
计算机科学, 2016

Explicit Krawtchouk moment invariants for invariant image recognition.
J. Electronic Imaging, 2016

Fuzzy equivalence relation and its multigranulation spaces.
Inf. Sci., 2016

Detecting and refining overlapping regions in complex networks with three-way decisions.
Inf. Sci., 2016

DenPEHC: Density peak based efficient hierarchical clustering.
Inf. Sci., 2016

Axiomatic characterizations of (S, T)-fuzzy rough approximation operators.
Inf. Sci., 2016

Piecewise two-dimensional normal cloud representation for time-series data mining.
Inf. Sci., 2016

Lossless image compression based on integer Discrete Tchebichef Transform.
Neurocomputing, 2016

Biological modeling the undulatory locomotion of C. elegans using dynamic neural network approach.
Neurocomputing, 2016

A multi-granularity combined prediction model based on fuzzy trend forecasting and particle swarm techniques.
Neurocomputing, 2016

A roughness measure of fuzzy sets from the perspective of distance.
Int. J. Gen. Syst., 2016

The uncertainty of probabilistic rough sets in multi-granulation spaces.
Int. J. Approx. Reason., 2016

Vibration-Based Outlier Detection on High Dimensional Data.
Int. J. Artif. Intell. Tools, 2016

A survey on rough set theory and its applications.
CAAI Trans. Intell. Technol., 2016

Multi-granularity Similarity Measure of Cloud Concept.
Proceedings of the Rough Sets - International Joint Conference, 2016

Brain Big Data in Wisdom Web of Things.
Proceedings of the Wisdom Web of Things, 2016

2015
A Decision-Theoretic Rough Set Approach for Dynamic Data Mining.
IEEE Trans. Fuzzy Syst., 2015

Errata and comments on "Orthogonal moments based on exponent functions: Exponent-Fourier moments".
Pattern Recognit., 2015

Moments and moment invariants in the Radon space.
Pattern Recognit., 2015

The approximation set of a vague set in rough approximation space.
Inf. Sci., 2015

Monotonic uncertainty measures for attribute reduction in probabilistic rough set model.
Int. J. Approx. Reason., 2015

Knowledge Reduction in Crisply Generated Fuzzy Concept Lattices.
Fundam. Informaticae, 2015

Brain Informatics-Based Big Data and the Wisdom Web of Things.
IEEE Intell. Syst., 2015

Leading Tree in DPCLUS and Its Impact on Building Hierarchies.
CoRR, 2015

Heuristic algorithms for finding distribution reducts in probabilistic rough set model.
CoRR, 2015

Methods and Practices of Three-Way Decisions for Complex Problem Solving.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Fast Human Detection Using Deformable Part Model at the Selected Candidate Detection Positions.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Water Quality Prediction Based on an Improved ARIMA- RBF Model Facilitated by Remote Sensing Applications.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Water Quality Prediction Based on a Novel Fuzzy Time Series Model and Automatic Clustering Techniques.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Inconsistent Dominance Principle Based Attribute Reduction in Ordered Information Systems.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Multi-granularity Intelligent Information Processing.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

2014
On the Intuitionistic Fuzzy Topological Structures of Rough Intuitionistic Fuzzy Sets.
Trans. Rough Sets, 2014

A Rough Set-Based Method for Updating Decision Rules on Attribute Values' Coarsening and Refining.
IEEE Trans. Knowl. Data Eng., 2014

Blue noise sampling method based on mixture distance.
J. Electronic Imaging, 2014

Radial shifted Legendre moments for image analysis and invariant image recognition.
Image Vis. Comput., 2014

Generic normal cloud model.
Inf. Sci., 2014

Decision region distribution preservation reduction in decision-theoretic rough set model.
Inf. Sci., 2014

An automatic method to determine the number of clusters using decision-theoretic rough set.
Int. J. Approx. Reason., 2014

A New Multi-Step Backward Cloud Transformation Algorithm Based on Normal Cloud Model.
Fundam. Informaticae, 2014

Data-driven Valued Tolerance Relation Based on the Extended Rough Set.
Fundam. Informaticae, 2014

Granular computing with multiple granular layers for brain big data processing.
Brain Informatics, 2014

Categorizing Overlapping Regions in Clustering Analysis Using Three-Way Decisions.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Parallel Attribute Reduction Based on MapReduce.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

An Improved Hybrid ARIMA and Support Vector Machine Model for Water Quality Prediction.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

Image Enhancement Based on Quotient Space.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Monotonic Uncertainty Measures in Probabilistic Rough Set Model.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Modeling the undulatory locomotion of C. elegans based on the proprioceptive mechanism.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Remote sensing image enhancement based on wavelet analysis and histogram specification.
Proceedings of the IEEE 3rd International Conference on Cloud Computing and Intelligence Systems, 2014

Water quality prediction based on a novel hybrid model of ARIMA and RBF neural network.
Proceedings of the IEEE 3rd International Conference on Cloud Computing and Intelligence Systems, 2014

2013
Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Uncertainty Problem Processing with Covering Generalized Rough Sets.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Generic radial orthogonal moment invariants for invariant image recognition.
J. Vis. Commun. Image Represent., 2013

A new method for measuring fuzziness of vague set (or intuitionistic fuzzy set).
J. Intell. Fuzzy Syst., 2013

Shape circularity measure method based on radial moments.
J. Electronic Imaging, 2013

Preface.
Fundam. Informaticae, 2013

Granular Computing Based on Gaussian Cloud Transformation.
Fundam. Informaticae, 2013

A Novel Method for Elimination of Inconsistencies in Ordinal Classification with Monotonicity Constraints.
Fundam. Informaticae, 2013

A Divide-and-Conquer Method Based Ensemble Regression Model for Water Quality Prediction.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Expression and Processing of Uncertain Information.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

A Formal Concept Analysis Based Approach to Minimal Value Reduction.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Test-Cost-Sensitive Attribute Reduction in Decision-Theoretic Rough Sets.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2013

A stable gene selection method based on sample weighting.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

2012
Generalized approximations defined by non-equivalence relations.
Inf. Sci., 2012

Preface.
Fundam. Informaticae, 2012

Attribute Reduction Using Extension of Covering Approximation Space.
Fundam. Informaticae, 2012

Data-Driven Valued Tolerance Relation.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

A Multi-step Backward Cloud Generator Algorithm.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Multiple-Category Attribute Reduct Using Decision-Theoretic Rough Set Model.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Two-Step Gene Feature Selection Algorithm Based on Permutation Test.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints.
Proceedings of the Advances on Computational Intelligence, 2012

Cloud Model - A Bidirectional Cognition Model between Concept's Extension and Intension.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

2011
Solving the Attribute Reduction Problem with Ant Colony Optimization.
Trans. Rough Sets, 2011

Spatio-temporal Similarity Measure for Network Constrained Trajectory Data.
Int. J. Comput. Intell. Syst., 2011

Particle Swarm Optimization with Novel Processing Strategy and Its Application.
Int. J. Comput. Intell. Syst., 2011

A Novel Emotion Recognition Method Based on Ensemble Learning and Rough Set Theory.
Int. J. Cogn. Informatics Nat. Intell., 2011

Correlative Particle Swarm Optimization for Multi-objective Problems.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Automatically Determining the Number of Clusters Using Decision-Theoretic Rough Set.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

A New Method for Inconsistent Multicriteria Classification.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Disjunctive Set-Valued Ordered Information Systems Based on Variable Precision Dominance Relation.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Rough Set Based Uncertain Knowledge Expressing and Processing.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

An Improved Variable Precision Model of Dominance-Based Rough Set Approach.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

An extended soft set model: Type-2 fuzzy soft sets.
Proceedings of the 2011 IEEE International Conference on Cloud Computing and Intelligence Systems, 2011

2010
Perspectives on Cognitive Computing and Applications.
Int. J. Softw. Sci. Comput. Intell., 2010

A Robust Facial Feature Tracking Method Based on Optical Flow and Prior Measurement.
Int. J. Cogn. Informatics Nat. Intell., 2010

Perspectives on Cognitive Informatics and Cognitive Computing.
Int. J. Cogn. Informatics Nat. Intell., 2010

Knowledge acquisition in vague objective information systems based on rough sets.
Expert Syst. J. Knowl. Eng., 2010

Study on the Local Search Ability of Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

Attribute Reduction for Massive Data Based on Rough Set Theory and MapReduce.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Research of Spatio-temporal Similarity Measure on Network Constrained Trajectory Data.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Extension of Covering Approximation Space and Its Application in Attribute Reduction.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Structure Analysis of Email Networks by Information-Theoretic Clustering.
Proceedings of the Advances in Neural Networks, 2010

Bottleneck Attack Strategies on Complex Communication Networks.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010

Expression Recognition Methods Based on Feature Fusion.
Proceedings of the Brain Informatics, International Conference, 2010

A novel emotion recognition approach based on ensemble learning and rough set theory.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 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

2009
Knowledge Reduction of Covering Approximation Space.
Trans. Comput. Sci., 2009

System Uncertainty Based Data-Driven Knowledge Acquisition.
Int. J. Softw. Sci. Comput. Intell., 2009

Computational Intelligence in Knowledge Technology.
Int. J. Comput. Intell. Syst., 2009

Important Attributes Selection Based on Rough Set for Speech Emotion Recognition.
Int. J. Cogn. Informatics Nat. Intell., 2009

3DM: Domain-oriented Data-driven Data Mining.
Fundam. Informaticae, 2009

Single 2D Image-based 3D Face Reconstruction and Its Application in Pose Estimation.
Fundam. Informaticae, 2009

KT: Knowledge Technology - The Next Step of Information Technology (IT).
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Positive Linear Correlation Particle Swarm Optimization.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Emotion Recognition Based on Dynamic Ensemble Feature Selection.
Proceedings of the Man-Machine Interactions, 2009

Granular Computing based cognitive computing.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

Perspectives on Cognitive Informatics and Cognitive Computing: Summary of the Panel of IEEE ICCI'09.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

2008
Research on Rough Set Theory and Applications in China.
Trans. Rough Sets, 2008

Perspectives on Denotational Mathematics: New Means of Thought.
Trans. Comput. Sci., 2008

A General Model for Transforming Vague Sets into Fuzzy Sets.
Trans. Comput. Sci., 2008

An Efficient Piecewise Hashing Method for Computer Forensics.
Proceedings of the International Workshop on Knowledge Discovery and Data Mining, 2008

Introduction to 3DM: Domain-Oriented Data-Driven Data Mining.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Fast Knowledge Reduction Algorithms Based on Quick Sort.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

A Novel Deformation Framework for Face Modeling from a Few Control Points.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

A Data Driven Emotion Recognition Method Based on Rough Set Theory.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

Huge Data Mining Based on Rough Set Theory and Granular Computing.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Granular Computing based Data Mining in the Views of Rough Set and Fuzzy Set.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Quick Building of Fuzzy Equivalence Matrix in Granular Computing.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Optical flow-based facial feature tracking using prior measurement.
Proceedings of the Seventh IEEE International Conference on Cognitive Informatics, 2008

2007
Feature Selection in Audiovisual Emotion Recognition Based on Rough Set Theory.
Trans. Rough Sets, 2007

An Approach for Selective Ensemble Feature Selection Based on Rough Set Theory.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Attribute Core Computation Based on Divide and Conquer Method.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Quick Knowledge Reduction Based on Divide and Conquer Method in Huge Data Sets.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

An Efficient Clustering Algorithm for 2D Multi-density Dataset in Large Database.
Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 2007

A Dynamic Component Deforming Model for Face Shape Reconstruction.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Approximation Partition Spaces of Covering Space.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Similarity Measure of Vague Sets.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2007

Knowledge Reduction of Covering Approximation Space.
Proceedings of the Six IEEE International Conference on Cognitive Informatics, 2007

2006
Motion-Information-Based Video Retrieval System Using Rough Pre-classification.
Trans. Rough Sets, 2006

A Video Pre-Classification Method with Multi-Layer Self-Organizing Maps and Principal Component Analysis.
Int. Trans. Syst. Sci. Appl., 2006

Domain-Oriented Data-Driven Data Mining (3DM): Simulation of Human Knowledge Understanding.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006

Research on System Uncertainty Measures Based on Rough Set Theory.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Facial Expression Recognition Based on Rough Set Theory and SVM.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Attribute Reduction Based on Granular Computing.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

A Novel Intrusion Detection Model Based on Multi-layer Self-Organizing Maps and Principal Component Analysis.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Incomplete Information Systems Processing Based on Fuzzy-Clustering.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Uncertainty Measure of Covering Generated Rough Set.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Research for Hopf bifurcation of an inertial two-neuron system with time delay.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

A self-learning model based on granular computing.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Knowledge Acquisition in Vague Objective Information Systems.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

A novel unsupervised anomaly detection based on robust principal component classifier.
Proceedings of the Data Mining, 2006

An Emotion Recognition System Based on Rough Set Theory.
Proceedings of the Advances in Intelligent IT, 2006

Speech Emotion Recognition Based on Rough Set and SVM.
Proceedings of the Firth IEEE International Conference on Cognitive Informatics, 2006

2005
A Comparative Study of Algebra Viewpoint and Information Viewpoint in Attribute Reduction.
Fundam. Informaticae, 2005

An Evaluation Model for Web-Based Learning Support Systems.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

A Global-Motion Analysis Method via Rough-Set-Based Video Pre-classification.
Proceedings of the Rough Sets, 2005

Incremental Attribute Reduction Based on Elementary Sets.
Proceedings of the Rough Sets, 2005

A Novel Generalized Congruence Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A rule generation algorithm based on granular computing.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

An improved unsupervised clustering-based intrusion detection method.
Proceedings of the Data Mining, 2005

A data-driven knowledge acquisition method based on system uncertainty.
Proceedings of the 4th IEEE International Conference on Cognitive Informatics (ICCI 2005), 2005

2004
RRIA: A Rough Set and Rule Tree Based Incremental Knowledge Acquisition Algorithm.
Fundam. Informaticae, 2004

Preface.
Fundam. Informaticae, 2004

A Learning Algorithm for Multiple Rule Trees.
Proceedings of the 2nd International Workshop on Web-based Support Systems, 2004

Rough Set Theory Analysis on Decision Subdivision.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

A Scalable Rough Set Knowledge Reduction Algorithm.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Rough Set Based Solutions for Network Security.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

A new framework for intrusion detection based on rough set theory.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

A direct approach for incomplete information systems.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

Theoretical Study on Attribute Reduction of Rough Set Theory: Comparison of Algebra and Information Views.
Proceedings of the 3rd IEEE International Conference on Cognitive Informatics (ICCI 2004), 2004

2003
Rough reduction in algebra view and information view.
Int. J. Intell. Syst., 2003

A Rough Set and Rule Tree Based Incremental Knowledge Acquisition Algorithm.
Proceedings of the Rough Sets, 2003

Querying Data from RRDB Based on Rough Sets Theory.
Proceedings of the Rough Sets, 2003

New anti-spam filter based on data mining and analysis of email security.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

Initiative learning algorithm based on rough set.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

Relationship between the algebra view and information view of rough set.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

2002
Knowledge reduction algorithms based on rough set and conditional information entropy.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2002

2001
Algebra view and information view of rough sets theory.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001

2000
The Inconsistency in Rough Set Based Rule Generation.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Rule generation based on rough set theory.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

Knowledge acquisition: neural network learning.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

1999
A novel logical neuron model.
Int. J. Intell. Syst., 1999

1998
TMLNN: triple-valued or multiple-valued logic neural network.
IEEE Trans. Neural Networks, 1998

1996
Symbolic logic inference system based on recurrent multilayered perceptron neural networks.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
Parallel neural network architectures.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995


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