A hybrid ensemble-filter wrapper feature selection approach for medical data classification

Feature construction as a bi-level optimization problem

(2020) Marwa Hammami et al.   NEURAL COMPUTING & APPLICATIONS

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

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

When machine learning meets medical world: Current status and future challenges

(2020) Abir Smiti   Computer Science Review

A hybrid gene selection algorithm based on interaction information for microarray-based cancer classification

(2019) Songyot Nakariyakul   PLoS One

A novel Bagged Naïve Bayes-Decision Tree approach for multi-class classification problems

(2019) Namrata Singh et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

A novel filter–wrapper hybrid greedy ensemble approach optimized using the genetic algorithm to reduce the dimensionality of high-dimensional biomedical datasets

(2019) Tushaar Gangavarapu et al.   APPLIED SOFT COMPUTING

A comparative study on feature selection for a risk prediction model for colorectal cancer

(2019) Nahúm Cueto-López et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A rule extraction approach from support vector machines for diagnosing hypertension among diabetics

(2019) Namrata Singh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Stacking-based multi-objective evolutionary ensemble framework for prediction of diabetes mellitus

(2019) Namrata Singh et al.   Biocybernetics and Biomedical Engineering

Supervised feature selection by constituting a basis for the original space of features and matrix factorization

(2019) Farid Saberi-Movahed et al.   International Journal of Machine Learning and Cybernetics

Absolute cosine-based SVM-RFE feature selection method for prostate histopathological grading

(2018) Shahnorbanun Sahran et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A survey on applying machine learning techniques for management of diseases

(2018) Enas M.F. El Houby   Journal of Applied Biomedicine

Classification and diagnostic prediction of prostate cancer using gene expression and artificial neural networks

(2018) S. S. Tirumala et al.   NEURAL COMPUTING & APPLICATIONS

Feature selection in machine learning: A new perspective

(2018) Jie Cai et al.   NEUROCOMPUTING

Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods

(2018) Manosij Ghosh et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A Multi-objective hybrid filter-wrapper evolutionary approach for feature selection

(2018) Marwa Hammami et al.   Memetic Computing

Hybrid binary Coral Reefs Optimization algorithm with Simulated Annealing for Feature Selection in high-dimensional biomedical datasets

(2018) Chaokun Yan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

On developing an automatic threshold applied to feature selection ensembles

(2018) B. Seijo-Pardo et al.   Information Fusion

Ensembles for feature selection: A review and future trends

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

Testing Different Ensemble Configurations for Feature Selection

(2017) Borja Seijo-Pardo et al.   NEURAL PROCESSING LETTERS

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Feature selection methods for big data bioinformatics: A survey from the search perspective

(2016) Lipo Wang et al.   METHODS

An experimental comparison of feature selection methods on two-class biomedical datasets

(2015) P. Drotár et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Similarity of feature selection methods: An empirical study across data intensive classification tasks

(2015) Nicoletta Dessì et al.   EXPERT SYSTEMS WITH APPLICATIONS

Accelerating wrapper-based feature selection with K-nearest-neighbor

(2015) Aiguo Wang et al.   KNOWLEDGE-BASED SYSTEMS

A novel wrapper method for feature selection and its applications

(2015) Gang Chen et al.   NEUROCOMPUTING

A Review of Ensemble Learning Based Feature Selection

(2014) Donghai Guan et al.   IETE TECHNICAL REVIEW

Data classification using an ensemble of filters

(2014) V. Bolón-Canedo et al.   NEUROCOMPUTING

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

A hybrid intelligent system for medical data classification

(2013) Manjeevan Seera et al.   EXPERT SYSTEMS WITH APPLICATIONS

Speeding up incremental wrapper feature subset selection with Naive Bayes classifier

(2013) Pablo Bermejo et al.   KNOWLEDGE-BASED SYSTEMS

Support vector machines in water quality management

(2011) Kunwar P. Singh et al.   ANALYTICA CHIMICA ACTA

Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking

(2011) Pablo Bermejo et al.   KNOWLEDGE-BASED SYSTEMS

A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

(2011) Pablo Bermejo et al.   PATTERN RECOGNITION LETTERS

Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches

(2010) Chih-Fong Tsai et al.   DECISION SUPPORT SYSTEMS

Hybrid feature selection by combining filters and wrappers

(2010) Hui-Huang Hsu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

(2009) Salvador García et al.   INFORMATION SCIENCES

A novel feature selection approach for biomedical data classification

(2009) Yonghong Peng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Feature selection using localized generalization error for supervised classification problems using RBFNN

(2008) Wing W.Y. Ng et al.   PATTERN RECOGNITION