Fast and Robust Attribute Reduction Based on the Separability in Fuzzy Decision Systems

Local logical disjunction double-quantitative rough sets

(2019) Yanting Guo et al.   INFORMATION SCIENCES

Adaptive weighted generalized multi-granulation interval-valued decision-theoretic rough sets

(2019) Yanting Guo et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection using neighborhood entropy-based uncertainty measures for gene expression data classification

(2019) Lin Sun et al.   INFORMATION SCIENCES

Incremental updating approximations for double-quantitative decision-theoretic rough sets with the variation of objects

(2019) Yanting Guo et al.   KNOWLEDGE-BASED SYSTEMS

Feature Selection Based on Neighborhood Self-Information

(2019) Changzhong Wang et al.   IEEE Transactions on Cybernetics

Selection of Rich Model Steganalysis Features Based on Decision Rough Set α-Positive Region Reduction

(2018) Yuanyuan Ma et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Large-Scale Multimodality Attribute Reduction With Multi-Kernel Fuzzy Rough Sets

(2018) Qinghua Hu et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Feature Selection Based on the Neighborhood Entropy

(2018) Andrea Mariello et al.   IEEE Transactions on Neural Networks and Learning Systems

Discovering the Relationship Between Generalization and Uncertainty by Incorporating Complexity of Classification

(2018) Xi-Zhao Wang et al.   IEEE Transactions on Cybernetics

Fuzzy Kernel Alignment With Application to Attribute Reduction of Heterogeneous Data

(2018) Linlin Chen et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Compounding General Purpose Membership Functions for Fuzzy Support Vector Machine Under Noisy Environment

(2017) Rahul Kumar Sevakula et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Asymptotic Fuzzy Neural Network Control for Pure-Feedback Stochastic Systems Based on a Semi-Nussbaum Function Technique

(2017) Ci Chen et al.   IEEE Transactions on Cybernetics

Feature selection based on maximal neighborhood discernibility

(2017) Changzhong Wang et al.   International Journal of Machine Learning and Cybernetics

Feature subset selection based on fuzzy neighborhood rough sets

(2016) Changzhong Wang et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy

(2016) Xiao Zhang et al.   PATTERN RECOGNITION

A Regularized Monotonic Fuzzy Support Vector Machine Model for Data Mining With Prior Knowledge

(2015) Sheng-Tun Li et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning

(2015) Xi-Zhao Wang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Large Tanker Motion Model Identification Using Generalized Ellipsoidal Basis Function-Based Fuzzy Neural Networks

(2015) Ning Wang et al.   IEEE Transactions on Cybernetics

Non-Naive Bayesian Classifiers for Classification Problems With Continuous Attributes

(2013) Xi-Zhao Wang et al.   IEEE Transactions on Cybernetics

Fuzzy–Rough Simultaneous Attribute Selection and Feature Extraction Algorithm

(2012) Pradipta Maji et al.   IEEE Transactions on Cybernetics

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

(2011) Qinghua Hu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets

(2011) Degang Chen et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Kernelized Fuzzy Rough Sets and Their Applications

(2011) Qinghua Hu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets

(2011) Degang Chen et al.   INFORMATION SCIENCES

On the Feature Selection Criterion Based on an Approximation of Multidimensional Mutual Information

(2010) Kiran S Balagani et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Selecting Discrete and Continuous Features Based on Neighborhood Decision Error Minimization

(2009) Qinghua Hu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Fuzzy-rough attribute reduction via mutual information with an application to cancer classification

(2008) F.F. Xu et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Attributes Reduction Using Fuzzy Rough Sets

(2008) E.C.C. Tsang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Feature selection, mutual information, and the classification of high-dimensional patterns

(2008) Boyan Bonev et al.   PATTERN ANALYSIS AND APPLICATIONS