Ahmad B. Hassanat

Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach

Ahmad B. Hassanat, Mohammad Ali Abbadi, Ahmad Ali Alhasanat · arXiv (Cornell University) · 2014 · 171 citations · Full text

Ensemble Learning Approach, Data Classification, Classification Method +15

SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based on Furthest Neighbour Algorithm

Ahmad S. Tarawneh, Ahmad B. Hassanat, Khalid Almohammadi et al. · IEEE Access · 2020 · 80 citations · Full text

An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques

Ahmad B. Hassanat, V. B. Surya Prasath, Mohammad Ali Abbadi et al. · Information · 2018 · 62 citations · Full text

Engineering, Population Seeding, Evolutionary Algorithms +16

On enhancing genetic algorithms using new crossovers

Ahmad B. Hassanat, N.A. Esra', Abdelmajid Ali Alkafaween · International Journal of Computer Applications in Technology · 2017 · 52 citations

Memetic Algorithm, Crossover Operator, Engineering +12

Detailed investigation of deep features with sparse representation and dimensionality reduction in CBIR: A comparative study

Ahmad S. Tarawneh, Ceyhun Celik, Ahmad B. Hassanat et al. · Intelligent Data Analysis · 2020 · 44 citations

Engineering, Machine Learning, Feature Detection +19