Improved barnacles mating optimizer algorithm for feature selection and support vector machine optimization

Refraction-learning-based whale optimization algorithm for high-dimensional problems and parameter estimation of PV model

(2020) Wen Long et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A feature selection approach for hyperspectral image based on modified ant lion optimizer

(2019) Mingwei Wang et al.   KNOWLEDGE-BASED SYSTEMS

Hybrid Particle Swarm Optimization with Spiral-Shaped Mechanism for Feature Selection

(2019) Ke Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Hybrid hidden Markov models and artificial neural networks for handwritten music recognition in mensural notation

(2019) Jorge Calvo-Zaragoza et al.   PATTERN ANALYSIS AND APPLICATIONS

An evolutionary gravitational search-based feature selection

(2019) Mohammad Taradeh et al.   INFORMATION SCIENCES

Enhanced Moth-flame optimizer with mutation strategy for global optimization

(2019) Yueting Xu et al.   INFORMATION SCIENCES

A memetic algorithm using emperor penguin and social engineering optimization for medical data classification

(2019) Santos Kumar Baliarsingh et al.   APPLIED SOFT COMPUTING

A novel hybrid Harris hawks optimization and support vector machines for drug design and discovery

(2019) Essam H. Houssein et al.   COMPUTERS & CHEMICAL ENGINEERING

Barnacles Mating Optimizer: A new bio-inspired algorithm for solving engineering optimization problems

(2019) Mohd Herwan Sulaiman et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

(2018) Majdi Mafarja et al.   KNOWLEDGE-BASED SYSTEMS

Training neural networks on high-dimensional data using random projection

(2018) Piotr Iwo Wójcik et al.   PATTERN ANALYSIS AND APPLICATIONS

Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm

(2018) Ibrahim Aljarah et al.   Cognitive Computation

Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems

(2018) Majdi Mafarja et al.   EXPERT SYSTEMS WITH APPLICATIONS

Local graph embedding based on maximum margin criterion via fuzzy set

(2017) Minghua Wan et al.   FUZZY SETS AND SYSTEMS

Towards an Energy-Efficient Anomaly-Based Intrusion Detection Engine for Embedded Systems

(2017) Eduardo Viegas et al.   IEEE TRANSACTIONS ON COMPUTERS

A method for multi-class sentiment classification based on an improved one-vs-one (OVO) strategy and the support vector machine (SVM) algorithm

(2017) Yang Liu et al.   INFORMATION SCIENCES

An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine

(2017) M.R. Gauthama Raman et al.   KNOWLEDGE-BASED SYSTEMS

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

Granger Causality Driven AHP for Feature Weighted kNN

(2017) Gautam Bhattacharya et al.   PATTERN RECOGNITION

Training feedforward neural networks using multi-verse optimizer for binary classification problems

(2016) Hossam Faris et al.   APPLIED INTELLIGENCE

Binary ant lion approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Feature selection for linear SVM with provable guarantees

(2016) Saurabh Paul et al.   PATTERN RECOGNITION

Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy

(2016) Xiao Zhang et al.   PATTERN RECOGNITION

Feature selection for high-dimensional classification using a competitive swarm optimizer

(2016) Shenkai Gu et al.   SOFT COMPUTING

Two-dimensional discriminant locality preserving projections (2DDLPP) and its application to feature extraction via fuzzy set

(2015) Minghua Wan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Intelligent fault diagnosis of rotating machinery using support vector machine with ant colony algorithm for synchronous feature selection and parameter optimization

(2015) XiaoLi Zhang et al.   NEUROCOMPUTING

Feature subset selection using naive Bayes for text classification

(2015) Guozhong Feng et al.   PATTERN RECOGNITION LETTERS

A novel hybrid model using teaching–learning-based optimization and a support vector machine for commodity futures index forecasting

(2015) Shom Prasad Das et al.   International Journal of Machine Learning and Cybernetics

Feature extraction using two-dimensional maximum embedding difference

(2014) Minghua Wan et al.   INFORMATION SCIENCES

Genetic algorithm with aggressive mutation for feature selection in BCI feature space

(2014) Izabela Rejer   PATTERN ANALYSIS AND APPLICATIONS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Logistic regression-based pattern classifiers for symbolic interval data

(2011) Renata M. C. R. de Souza et al.   PATTERN ANALYSIS AND APPLICATIONS

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

Feature selection and parameter optimization for support vector machines: A new approach based on genetic algorithm with feature chromosomes

(2010) Mingyuan Zhao et al.   EXPERT SYSTEMS WITH APPLICATIONS

mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification

(2010) Alper Unler et al.   INFORMATION SCIENCES

Optimal feature selection for support vector machines

(2009) Minh Hoai Nguyen et al.   PATTERN RECOGNITION

Feature subset selection in large dimensionality domains

(2009) Iffat A. Gheyas et al.   PATTERN RECOGNITION

A distributed PSO–SVM hybrid system with feature selection and parameter optimization

(2007) Cheng-Lung Huang et al.   APPLIED SOFT COMPUTING