Related references
Note: Only part of the references are listed.A novel chaotic salp swarm algorithm for global optimization and feature selection
Gehad Ismail Sayed et al.
APPLIED INTELLIGENCE (2018)
Recognizing human activity in mobile crowdsensing environment using optimized k-NN algorithm
Alaa Tharwat et al.
EXPERT SYSTEMS WITH APPLICATIONS (2018)
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems
Hossam Faris et al.
KNOWLEDGE-BASED SYSTEMS (2018)
Chaotic antlion algorithm for parameter optimization of support vector machine
Alaa Tharwat et al.
APPLIED INTELLIGENCE (2018)
Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines
Alaa Tharwat et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2017)
A BA-based algorithm for parameter optimization of Support Vector Machine
Alaa Tharwat et al.
PATTERN RECOGNITION LETTERS (2017)
Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems
Seyedali Mirjalili et al.
ADVANCES IN ENGINEERING SOFTWARE (2017)
Linear discriminant analysis: A detailed tutorial
Alaa Tharwat et al.
AI COMMUNICATIONS (2017)
Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems
Seyedali Mirjalili
NEURAL COMPUTING & APPLICATIONS (2016)
A hybrid particle swarm optimization for feature subset selection by integrating a novel local search strategy
Parham Moradi et al.
APPLIED SOFT COMPUTING (2016)
A novel metaheuristic method for solving constrained engineering optimization problems: Crow search algorithm
Alireza Askarzadeh
COMPUTERS & STRUCTURES (2016)
A hybrid approach of differential evolution and artificial bee colony for feature selection
Ezgi Zorarpaci et al.
EXPERT SYSTEMS WITH APPLICATIONS (2016)
SCA: A Sine Cosine Algorithm for solving optimization problems
Seyedali Mirjalili
KNOWLEDGE-BASED SYSTEMS (2016)
Linear vs. quadratic discriminant analysis classifier: a tutorial
Alaa Tharwat
INTERNATIONAL JOURNAL OF APPLIED PATTERN RECOGNITION (2016)
Principal component analysis - a tutorial
Alaa Tharwat
INTERNATIONAL JOURNAL OF APPLIED PATTERN RECOGNITION (2016)
Bio-inspired Swarm Techniques for Thermogram Breast Cancer Detection
Gehad Ismail Sayed et al.
MEDICAL IMAGING IN CLINICAL APPLICATIONS: ALGORITHMIC AND COMPUTER-BASED APPROACHES (2016)
The Ant Lion Optimizer
Seyedali Mirjalili
ADVANCES IN ENGINEERING SOFTWARE (2015)
Weighted bee colony algorithm for discrete optimization problems with application to feature selection
Alireza Moayedikia et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2015)
Data Warrior: An Open-Source Program For Chemistry Aware Data Visualization And Analysis
Thomas Sander et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2015)
A Classification Method for Complex Power Quality Disturbances Using EEMD and Rank Wavelet SVM
Zhigang Liu et al.
IEEE TRANSACTIONS ON SMART GRID (2015)
lncRScan-SVM: A Tool for Predicting Long Non-Coding RNAs Using Support Vector Machine
Lei Sun et al.
PLOS ONE (2015)
Grey Wolf Optimizer
Seyedali Mirjalili et al.
ADVANCES IN ENGINEERING SOFTWARE (2014)
Incorporating mutation scheme into krill herd algorithm for global numerical optimization
Gaige Wang et al.
NEURAL COMPUTING & APPLICATIONS (2014)
Biogeography-based optimisation with chaos
Shahrzad Saremi et al.
NEURAL COMPUTING & APPLICATIONS (2014)
Chaotic bat algorithm
Amir H. Gandomi et al.
JOURNAL OF COMPUTATIONAL SCIENCE (2014)
Bayesian network structure learning based on the chaotic particle swarm optimization algorithm
Q. Zhang et al.
GENETICS AND MOLECULAR RESEARCH (2013)
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
Victoria Lopez et al.
INFORMATION SCIENCES (2013)
A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets
Victoria Lopez et al.
KNOWLEDGE-BASED SYSTEMS (2013)
Facing the classification of binary problems with a GSA-SVM hybrid system
Soroor Sarafrazi et al.
MATHEMATICAL AND COMPUTER MODELLING (2013)
Data feature selection based on Artificial Bee Colony algorithm
Mauricio Schiezaro et al.
EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING (2013)
Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach
Bing Xue et al.
IEEE TRANSACTIONS ON CYBERNETICS (2013)
Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics
Victoria Lopez et al.
EXPERT SYSTEMS WITH APPLICATIONS (2012)
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
Joaquin Derrac et al.
SWARM AND EVOLUTIONARY COMPUTATION (2011)
Learning from Imbalanced Data
Haibo He et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2009)
Weighted Feature Significance: A Simple, Interpretable Model of Compound Toxicity Based on the Statistical Enrichment of Structural Features
Ruili Huang et al.
TOXICOLOGICAL SCIENCES (2009)
Particle swarm optimization for parameter determination and feature selection of support vector machines
Shih-Wei Lin et al.
EXPERT SYSTEMS WITH APPLICATIONS (2008)
A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm
Dervis Karaboga et al.
JOURNAL OF GLOBAL OPTIMIZATION (2007)
Asymptotic behaviors of support vector machines with Gaussian kernel
SS Keerthi et al.
NEURAL COMPUTATION (2003)