Feature-specific mutual information variation for multi-label feature selection

R-HEFS: Rough set based Heterogeneous Ensemble Feature Selection Method for Medical data Classification

(2021) Rubul Kumar Bania et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

An efficient Pareto-based feature selection algorithm for multi-label classification

(2021) Amin Hashemi et al.   INFORMATION SCIENCES

Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification

(2021) Lin Sun et al.   INFORMATION SCIENCES

Feature selection for label distribution learning via feature similarity and label correlation

(2021) Wenbin Qian et al.   INFORMATION SCIENCES

Feature selection based on label distribution and fuzzy mutual information

(2021) Chuanzhen Xiong et al.   INFORMATION SCIENCES

Mutual information-based label distribution feature selection for multi-label learning

(2020) Wenbin Qian et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection for multi-label learning with streaming label

(2020) Jinghua Liu et al.   NEUROCOMPUTING

Multi-Label Feature Selection Based on High-Order Label Correlation Assumption

(2020) Ping Zhang et al.   Entropy

Multi-label feature selection based on the division of label topics

(2020) Ping Zhang et al.   INFORMATION SCIENCES

Distributed multi-label feature selection using individual mutual information measures

(2019) Jorge Gonzalez-Lopez et al.   KNOWLEDGE-BASED SYSTEMS

Distinguishing two types of labels for multi-label feature selection

(2019) Ping Zhang et al.   PATTERN RECOGNITION

R-Ensembler: A greedy rough set based ensemble attribute selection algorithm with kNN imputation for classification of medical data

(2019) Rubul Kumar Bania et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Feature selection by integrating two groups of feature evaluation criteria

(2018) Wanfu Gao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Class-specific mutual information variation for feature selection

(2018) Wanfu Gao et al.   PATTERN RECOGNITION

Feature selection considering the composition of feature relevancy

(2018) Wanfu Gao et al.   PATTERN RECOGNITION LETTERS

Multi-label Arabic text categorization: A benchmark and baseline comparison of multi-label learning algorithms

(2018) Bassam Al-Salemi et al.   INFORMATION PROCESSING & MANAGEMENT

Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information

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

SCLS: Multi-label feature selection based on scalable criterion for large label set

(2017) Jaesung Lee et al.   PATTERN RECOGNITION

Multi-label learning with label-specific feature reduction

(2016) Suping Xu et al.   KNOWLEDGE-BASED SYSTEMS

A systematic review of multi-label feature selection and a new method based on label construction

(2016) Newton Spolaôr et al.   NEUROCOMPUTING

A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis

(2016) Shamsul Huda et al.   IEEE Access

Mutual Information-based multi-label feature selection using interaction information

(2015) Jaesung Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Memetic feature selection algorithm for multi-label classification

(2015) Jaesung Lee et al.   INFORMATION SCIENCES

Fast multi-label feature selection based on information-theoretic feature ranking

(2015) Jaesung Lee et al.   PATTERN RECOGNITION

A Review on Multi-Label Learning Algorithms

(2013) Min-Ling Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Selection of interdependent genes via dynamic relevance analysis for cancer diagnosis

(2012) Xin Sun et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Feature selection using dynamic weights for classification

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

An extensive experimental comparison of methods for multi-label learning

(2012) Gjorgji Madjarov et al.   PATTERN RECOGNITION

Feature selection for multi-label classification using multivariate mutual information

(2012) Jaesung Lee et al.   PATTERN RECOGNITION LETTERS