A novel hybrid feature selection method considering feature interaction in neighborhood rough set

Incremental feature selection for dynamic hybrid data using neighborhood rough set

(2020) Wenhao Shu et al.   KNOWLEDGE-BASED SYSTEMS

NEC: A nested equivalence class-based dependency calculation approach for fast feature selection using rough set theory

(2020) Jie Zhao et al.   INFORMATION SCIENCES

Multilabel feature selection using ML-ReliefF and neighborhood mutual information for multilabel neighborhood decision systems

(2020) Lin Sun 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

Semi-supervised neighborhood discrimination index for feature selection

(2020) Qing-Qing Pang et al.   KNOWLEDGE-BASED SYSTEMS

A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis

(2020) Saúl Solorio-Fernández et al.   PATTERN RECOGNITION LETTERS

A novel filter feature selection method using rough set for short text data

(2020) Rasim Cekik et al.   EXPERT SYSTEMS WITH APPLICATIONS

Relevance assignation feature selection method based on mutual information for machine learning

(2020) Liyang Gao et al.   KNOWLEDGE-BASED SYSTEMS

Learning a Local Manifold Representation Based on Improved Neighborhood Rough Set and LLE for Hyperspectral Dimensionality Reduction

(2019) Wenbo Yu et al.   SIGNAL PROCESSING

A novel sub-models selection algorithm based on max-relevance and min-redundancy neighborhood mutual information

(2019) Ling Xiao et al.   INFORMATION SCIENCES

Feature selection using Lebesgue and entropy measures for incomplete neighborhood decision systems

(2019) Lin Sun 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

A new feature selection method based on symmetrical uncertainty and interaction gain

(2019) Xiaohui Lin et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

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

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

Feature selection considering two types of feature relevancy and feature interdependency

(2018) Liang Hu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Attribute reduction based on max-decision neighborhood rough set model

(2018) Xiaodong Fan et al.   KNOWLEDGE-BASED SYSTEMS

Local neighborhood rough set

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

High-dimensional hybrid feature selection using interaction information-guided search

(2018) Songyot Nakariyakul   KNOWLEDGE-BASED SYSTEMS

Online Multi-label Streaming Feature Selection Based on Neighborhood Rough Set

(2018) Jinghua Liu et al.   PATTERN RECOGNITION

Attribute reduction based on k-nearest neighborhood rough sets

(2018) Changzhong Wang et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Feature selection based on feature interactions with application to text categorization

(2018) Xiaochuan Tang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images

(2017) Gulsen Taskin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Gene selection for tumor classification using neighborhood rough sets and entropy measures

(2017) Yumin Chen et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Measures of uncertainty for neighborhood rough sets

(2017) Yumin Chen et al.   KNOWLEDGE-BASED SYSTEMS

Theoretical evaluation of feature selection methods based on mutual information

(2017) Cláudia Pascoal et al.   NEUROCOMPUTING

A hybrid feature selection algorithm for gene expression data classification

(2017) Huijuan Lu et al.   NEUROCOMPUTING

Multi-label feature selection based on neighborhood mutual information

(2016) Yaojin Lin et al.   APPLIED SOFT COMPUTING

Neighborhood mutual information and its application on hyperspectral band selection for classification

(2016) Yao Liu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Combining neighborhood separable subspaces for classification via sparsity regularized optimization

(2016) Pengfei Zhu et al.   INFORMATION SCIENCES

Parallel attribute reduction in dominance-based neighborhood rough set

(2016) Hongmei Chen et al.   INFORMATION SCIENCES

Feature subset selection based on fuzzy neighborhood rough sets

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

Introducing Combinatorial Testing in a Large Organization

(2015) Jon D. Hagar et al.   COMPUTER

Feature selection using Joint Mutual Information Maximisation

(2015) Mohamed Bennasar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature Selection via Global Redundancy Minimization

(2015) De Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Feature selection with redundancy-complementariness dispersion

(2015) Zhijun Chen et al.   KNOWLEDGE-BASED SYSTEMS

A novel feature selection method considering feature interaction

(2015) Zilin Zeng et al.   PATTERN RECOGNITION

Fingerprint orientation field reconstruction by weighted discrete cosine transform

(2013) Manhua Liu et al.   INFORMATION SCIENCES

Neighborhood rough sets based multi-label classification for automatic image annotation

(2013) Ying Yu et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Comparative metabolomics of estrogen receptor positive and estrogen receptor negative breast cancer: alterations in glutamine and beta-alanine metabolism

(2013) Jan Budczies et al.   Journal of Proteomics

Feature selection using dynamic weights for classification

(2012) Xin Sun et al.   KNOWLEDGE-BASED SYSTEMS

Neighborhood rough set and SVM based hybrid credit scoring classifier

(2011) Yao Ping et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2010) Qinghua Hu et al.   International Journal of Machine Learning and Cybernetics

Neighborhood rough set based heterogeneous feature subset selection

(2008) Qinghua Hu et al.   INFORMATION SCIENCES

Mixed feature selection based on granulation and approximation

(2007) Qinghua Hu et al.   KNOWLEDGE-BASED SYSTEMS