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

Incremental approaches for heterogeneous feature selection in dynamic ordered data

(2020) Binbin Sang et al.   INFORMATION SCIENCES

Spatial-temporal Traffic Outlier Detection by Coupling Road Level of Service

(2019) Yujun Chen et al.   IET Intelligent Transport Systems

Feature selection for imbalanced data based on neighborhood rough sets

(2019) Hongmei Chen et al.   INFORMATION SCIENCES

A graph approach for fuzzy-rough feature selection

(2019) Jinkun Chen et al.   FUZZY SETS AND SYSTEMS

Outlier detection based on a dynamic ensemble model: Applied to process monitoring

(2019) Biao Wang et al.   Information Fusion

Fusing Fuzzy Monotonic Decision Trees

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

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 measures for general fuzzy relations

(2018) Changzhong Wang et al.   FUZZY SETS AND SYSTEMS

Neighbor Inconsistent Pair Selection for Attribute Reduction by Rough Set Approach

(2018) Jianhua Dai et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

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

(2018) Degang Chen et al.   INFORMATION SCIENCES

Outlier Detection and Optimal Anchor Placement for 3-D Underwater Optical Wireless Sensor Network Localization

(2018) Nasir Saeed et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving

(2017) Yanyan Yang et al.   FUZZY SETS AND SYSTEMS

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

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

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

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

Parallel attribute reduction in dominance-based neighborhood rough set

(2016) Hongmei Chen et al.   INFORMATION SCIENCES

Initialization of K-modes clustering using outlier detection techniques

(2016) Feng Jiang et al.   INFORMATION SCIENCES

Algorithm for the detection of outliers based on the theory of rough sets

(2015) Francisco Maciá-Pérez et al.   DECISION SUPPORT SYSTEMS

Fuzzy-rough feature selection accelerator

(2015) Yuhua Qian et al.   FUZZY SETS AND SYSTEMS

Outlier detection based on granular computing and rough set theory

(2014) Feng Jiang et al.   APPLIED INTELLIGENCE

Rough Sets, Kernel Set, and Spatiotemporal Outlier Detection

(2012) Alessia Albanese et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust fuzzy rough classifiers

(2011) Qinghua Hu et al.   FUZZY SETS AND SYSTEMS

Kernelized Fuzzy Rough Sets and Their Applications

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

A hybrid approach to outlier detection based on boundary region

(2011) Feng Jiang et al.   PATTERN RECOGNITION LETTERS

An information entropy-based approach to outlier detection in rough sets

(2010) Feng Jiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neighborhood outlier detection

(2010) Yumin Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Finding key attribute subset in dataset for outlier detection

(2010) Peng Yang et al.   KNOWLEDGE-BASED SYSTEMS

Some issues about outlier detection in rough set theory

(2008) Feng Jiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A rough set approach to outlier detection

(2008) Feng Jiang et al.   INTERNATIONAL JOURNAL OF GENERAL SYSTEMS