Qinghua Hu

William Zhu

CoRR, 2012

An improved approach to attribute reduction with covering rough sets

[BibT_eX]

[DOI]

Changzhong Wang

Baiqing Sun

CoRR, 2012

Fuzzy Rough Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2012

Facial Expressions Analysis Based on Cooperative Neuro-computing Interactions.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Fault diagnosis based on pruned ensemble.

[BibT_eX]

[DOI]

Jian Sun

Leijun Li

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Granular association rules with four subtypes.

[BibT_eX]

[DOI]

Fan Min

William Zhu

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Multi-scale Patch Based Collaborative Representation for Face Recognition with Margin Distribution Optimization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Kernelized Fuzzy Rough Sets and Their Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Dynamic time warping constraint learning for large margin nearest neighbor classification.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Rule learning for classification based on neighborhood covering reduction.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets.

[BibT_eX]

[DOI]

Degang Chen

Yongping Yang

Inf. Sci., 2011

Large-margin nearest neighbor classifiers via sample weight learning.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Neighborhood based sample and feature selection for SVM classification learning.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Fuzzy Mutual Information Based min-Redundancy and Max-Relevance Heterogeneous Feature Selection.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2011

Feature Selection in Decision Systems Based on Conditional Knowledge Granularity.

[BibT_eX]

[DOI]

Tingquan Deng

Chengdong Yang

Int. J. Comput. Intell. Syst., 2011

Data compression with homomorphism in covering information systems.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2011

Kernelized Fuzzy Rough Sets Based Yawn Detection for Driver Fatigue Monitoring.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2011

Robust fuzzy rough classifiers.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2011

Measuring relevance between discrete and continuous features based on neighborhood mutual information.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Driver Status Recognition by Neighborhood Covering Rules.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Case-Based Classifiers with Fuzzy Rough Sets.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

A linear subspace learning approach via sparse coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Visual Object Recognition with Bagging of One Class Support Vector Machines.

[BibT_eX]

[DOI]

Yong Xu

Proceedings of the Second International Conference on Innovations in Bio-inspired Computing and Applications, 2011

2010

Selecting Discrete and Continuous Features Based on Neighborhood Decision Error Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

An efficient gene selection technique for cancer recognition based on neighborhood mutual information.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2010

Fuzzy preference based rough sets.

[BibT_eX]

[DOI]

Maozu Guo

Inf. Sci., 2010

Soft fuzzy rough sets for robust feature evaluation and selection.

[BibT_eX]

[DOI]

Inf. Sci., 2010

Feature evaluation and selection based on neighborhood soft margin.

[BibT_eX]

[DOI]

Neurocomputing, 2010

Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2010

Feature Selection via Maximizing Fuzzy Dependency.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2010

A novel measure for evaluating classifiers.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2010

Some invariant properties of ordered information systems under homomorphism.

[BibT_eX]

[DOI]

Changzhong Wang

Degang Chen

Sci. China Inf. Sci., 2010

Information entropy for ordinal classification.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2010

A Robust Fuzzy Rough Set Model Based on Minimum Enclosing Ball.

[BibT_eX]

[DOI]

Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Weighted Nearest Neighbor Classification via Maximizing Classification Consistency.

[BibT_eX]

[DOI]

Pengfei Zhu

Yongbin Yang

Proceedings of the Rough Sets and Current Trends in Computing, 2010

2009

Kernelized Fuzzy Rough Sets.

[BibT_eX]

[DOI]

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

Rough Image Colour Quantisation.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2009

Feature Selection via Maximizing Neighborhood Soft Margin.

[BibT_eX]

[DOI]

Xunjian Che

Proceedings of the Advances in Machine Learning, 2009

2008

Research on Rough Set Theory and Applications in China.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2008

Comments on "Fuzzy Probabilistic Approximation Spaces and Their Information Measures".

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2008

A comparative study on rough set based class imbalance learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2008

Mixed feature selection based on granulation and approximation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2008

Communicating between information systems.

[BibT_eX]

[DOI]

Inf. Sci., 2008

A weighted rough set based method developed for class imbalance learning.

[BibT_eX]

[DOI]

Inf. Sci., 2008

Neighborhood rough set based heterogeneous feature subset selection.

[BibT_eX]

[DOI]

Inf. Sci., 2008

Neighborhood classifiers.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2008

Stability Analysis on Rough Set Based Feature Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Fuzzy Preference Relation Rough Sets.

[BibT_eX]

[DOI]

Congxin Wu

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Fuzzy Entropy based Max-Relevancy and Min-Redundancy Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

2007

EROS: Ensemble rough subspaces.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets.

[BibT_eX]

[DOI]

Degang Chen

Changzhong Wang

Inf. Sci., 2007

Uncertainty measures for fuzzy relations and their applications.

[BibT_eX]

[DOI]

Congxin Wu

Appl. Soft Comput., 2007

A Hybrid Method for Forecasting Stock Market Trend Using Soft-Thresholding De-noise Model and SVM.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2007

Selecting Samples and Features for SVM Based on Neighborhood Model.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2007

Weighted Rough Set Learning: Towards a Subjective Approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Consistency Based Attribute Reduction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006

Fuzzy Probabilistic Approximation Spaces and Their Information Measures.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2006

Information-preserving hybrid data reduction based on fuzzy-rough techniques.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2006

Analysis on Classification Performance of Rough Set Based Reducts.

[BibT_eX]

[DOI]

Xiaodong Li

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Improved Feature Selection Algorithm Based on SVM and Correlation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005

Hybrid Attribute Reduction for Classification Based on A Fuzzy Rough Set Technique.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Constructing Rough Decision Forests.

[BibT_eX]

[DOI]

Ming-Yang Wang

Proceedings of the Rough Sets, 2005

Fuzzy Output Support Vector Machines for Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Diversity Measure for Multiple Classifier Systems.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

An Improved Clustering Algorithm for Information Granulation.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004

Entropies Of Fuzzy Indiscernibility Relation And Its Operations.

[BibT_eX]

[DOI]