Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection

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

(2021) Amin Hashemi et al.   INFORMATION SCIENCES

Ant-TD: Ant colony optimization plus temporal difference reinforcement learning for multi-label feature selection

(2021) Mohsen Paniri et al.   Swarm and Evolutionary Computation

A pareto-based ensemble of feature selection algorithms

(2021) Amin Hashemi et al.   EXPERT SYSTEMS WITH APPLICATIONS

VMFS: A VIKOR-based multi-target feature selection

(2021) Amin Hashemi et al.   EXPERT SYSTEMS WITH APPLICATIONS

An ensemble feature selection algorithm based on PageRank centrality and fuzzy logic

(2021) Mehdi Joodaki et al.   KNOWLEDGE-BASED SYSTEMS

A new ensemble feature selection approach based on genetic algorithm

(2020) Hongzhi Wang et al.   SOFT COMPUTING

A survey on swarm intelligence approaches to feature selection in data mining

(2020) Bach Hoai Nguyen et al.   Swarm and Evolutionary Computation

MFS-MCDM: Multi-label feature selection using multi-criteria decision making

(2020) Amin Hashemi et al.   KNOWLEDGE-BASED SYSTEMS

A bipartite matching-based feature selection for multi-label learning

(2020) Amin Hashemi et al.   International Journal of Machine Learning and Cybernetics

A review of unsupervised feature selection methods

(2019) Saúl Solorio-Fernández et al.   ARTIFICIAL INTELLIGENCE REVIEW

MGFS: A multi-label graph-based feature selection algorithm via PageRank centrality

(2019) Amin Hashemi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection in machine learning: A new perspective

(2018) Jie Cai et al.   NEUROCOMPUTING

A comprehensive survey on gravitational search algorithm

(2018) Esmat Rashedi et al.   Swarm and Evolutionary Computation

An overview of MULTIMOORA for multi-criteria decision-making: Theory, developments, applications, and challenges

(2018) Arian Hafezalkotob et al.   Information Fusion

Feature Selection with Multi-view Data: A Survey

(2018) Rui Zhang et al.   Information Fusion

Ensemble feature selection using election methods and ranker clustering

(2018) Peter Drotár et al.   INFORMATION SCIENCES

Ensembles for feature selection: A review and future trends

(2018) Verónica Bolón-Canedo et al.   Information Fusion

Ensemble feature selection using bi-objective genetic algorithm

(2017) Asit K Das et al.   KNOWLEDGE-BASED SYSTEMS

A discrete gravitational search algorithm for solving combinatorial optimization problems

(2013) Mohammad Bagher Dowlatshahi et al.   INFORMATION SCIENCES

RFS: Efficient feature selection method based on R-value

(2012) Jimin Lee et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Feature Selection and Kernel Learning for Local Learning-Based Clustering

(2010) Hong Zeng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE