Unsupervised attribute reduction for mixed data based on fuzzy rough sets

Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions

(2021) Zhong Yuan et al.   APPLIED SOFT COMPUTING

Class-specific information measures and attribute reducts for hierarchy and systematicness

(2021) Xianyong Zhang et al.   INFORMATION SCIENCES

Incremental Feature Selection Based on Fuzzy Rough Sets

(2020) Peng Ni et al.   INFORMATION SCIENCES

Key energy-consumption feature selection of thermal power systems based on robust attribute reduction with rough sets

(2020) Dong Lianjie et al.   INFORMATION SCIENCES

Attribute reduction with fuzzy rough self-information measures

(2020) Changzhong Wang et al.   INFORMATION SCIENCES

Multi-source information fusion based on rough set theory: A review

(2020) Pengfei Zhang et al.   Information Fusion

Fuzzy information entropy-based adaptive approach for hybrid feature outlier detection

(2020) Zhong Yuan et al.   FUZZY SETS AND SYSTEMS

Intelligent temporal classification and fuzzy rough set-based feature selection algorithm for intrusion detection system in WSNs

(2019) K Selvakumar et al.   INFORMATION SCIENCES

Fuzzy Rough Attribute Reduction for Categorical Data

(2019) Changzhong Wang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Hybrid data-driven outlier detection based on neighborhood information entropy and its developmental measures

(2018) Zhong Yuan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Uncertainty learning of rough set-based prediction under a holistic framework

(2018) Degang Chen et al.   INFORMATION SCIENCES

Co-regularized unsupervised feature selection

(2018) Pengfei Zhu et al.   NEUROCOMPUTING

Fuzzy rough set-based attribute reduction using distance measures

(2018) Changzhong Wang et al.   KNOWLEDGE-BASED SYSTEMS

A factor graph model for unsupervised feature selection

(2018) Hongjun Wang et al.   INFORMATION SCIENCES

Maximal Discernibility Pairs based Approach to Attribute Reduction in Fuzzy Rough Sets

(2017) Jianhua Dai et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information

(2017) Yaojin Lin et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Three-way group decision making based on multigranulation fuzzy decision-theoretic rough set over two universes

(2017) Bingzhen Sun et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Subspace clustering guided unsupervised feature selection

(2017) Pengfei Zhu et al.   PATTERN RECOGNITION

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

(2016) Guilherme O. Campos et al.   DATA MINING AND KNOWLEDGE DISCOVERY

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

(2016) Xiao Zhang et al.   PATTERN RECOGNITION

Fuzzy rough sets, and a granular neural network for unsupervised feature selection

(2013) Avatharam Ganivada et al.   NEURAL NETWORKS

Unsupervised fuzzy-rough set-based dimensionality reduction

(2012) Neil Mac Parthaláin et al.   INFORMATION SCIENCES

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

Generalized fuzzy rough sets determined by a triangular norm

(2008) Ju-Sheng Mi et al.   INFORMATION SCIENCES