Let's play with data mining and machine learning concepts!
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Updated
Feb 6, 2018 - MATLAB
Let's play with data mining and machine learning concepts!
mathematical modeling of affiliation recomendation problem in a typical social network
Application of principal component analysis (PCA) for feature reduction.
Application of ant colony optimization (ACO) for feature selection problems.
Application of Binary Dragonfly Algorithm (BDA) in the feature selection tasks.
Machine Learning course that covers the most effective ML techniques, the theoretical underpinnings of learning, the practical knowledge needed to quickly and powerfully apply these techniques to new problems, and best practices in innovation as it pertains to machine learning and AI.
This repository contains my solutions to the programming assignments in the Machine Learning course. The solutions are all implemented in MATLAB
A new feature selection algorithm, named as Binary Atom Search Optimization (BASO) is applied for feature selection tasks.
Getting More accuracy and higher performance by the new generation of fuzzy inference systems.
Programming assignments for machine learning course created by Standford University.
Similar image retrieval using distance measure coded in MATLAB
Implantation of ant colony optimization (ACO) without predetermined number of selected features in feature selection tasks.
The binary version of Harris Hawk Optimization (HHO), called Binary Harris Hawk Optimization (BHHO) is applied for feature selection tasks.
Simple algorithm shows how the genetic algorithm (GA) used in the feature selection problem.
A simple machine-learning project, using MATLAB to evaluate a set of classifiers under the same data set.
I tried to implemented two Data Mining theories in Object Detection Problem. One of them is Object Recognition with descriptive statistical feature, and the other one is with Decision Tree.
A feature selection algorithm, named as Binary Tree Growth Algorithm (BTGA) is applied for feature selection tasks.
Application of Henry Gas Solubility Optimization (HGSO) in the feature selection tasks.
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