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a-multi-population-harmony-search-algorithm

This code is Matlab implementation of paper "A Multi-Population Harmony Search Algorithm with External Archive for Dynamic Optimization Problems"

bqpso

Binary Quantum Particle Swarm Optimization algorithm for instance selection

class-imbalance-learning

In this repository, I provide implementation of some state of the art data level methods proposed to deal with imbalanced data classification problem.

deep-learning-based-human-action-recognition-using-human-skeletons

gaussian-mixture-model

This is a part of MATLAB implementation of the paper "Machine Learning Techniques for Cooperative Spectrum Sensing in Cognitive Radio Networks" in which Gaussian Mixture Model clustering is employed.

genetic-algorithm

The binary version of Genetic Algorithm

keel-imbalanced-data-sets

In this repository, imbalanced keel data sets are organized in a single MATLAB file and a code is provided to read the data

pso-based-weighted-ensemble

This is the Matlab implementation of my paper” A PSO-based Weighting Method to Enhance Machine Learning Techniques for Cooperative Spectrum Sensing in CR Networks”

runway-model-toomanybananas

Too Many Bananas model for use in Runway

tss-for-multi-label-data-sets

This code selects the best training samples for multi-labels data sets to improve the classifier's performance