Zakariya Yahya Algamal

Penalized logistic regression with the adaptive LASSO for gene selection in high-dimensional cancer classification

Zakariya Yahya Algamal, Muhammad Hisyam Lee · Expert Systems with Applications · 2015 · 174 citations

Classification Method, Engineering, Machine Learning +13

Regularized logistic regression with adjusted adaptive elastic net for gene selection in high dimensional cancer classification

Zakariya Yahya Algamal, Muhammad Hisyam Lee · Computers in Biology and Medicine · 2015 · 133 citations

Systems Biology, Engineering, Machine Learning +11

Improved Slime Mould Algorithm based on Firefly Algorithm for feature selection: A case study on QSAR model

Ahmed A. Ewees, Laith Abualigah, Dalia Yousri et al. · Engineering With Computers · 2021 · 99 citations

Firefly Algorithm, Slime Mould Algorithm, Feature Selection

A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification

Zakariya Yahya Algamal, Muhammad Hisyam Lee · Advances in Data Analysis and Classification · 2018 · 85 citations

Optimal Gene Selection, Engineering, Data Science +10

Feature selection using particle swarm optimization-based logistic regression model

Omar Saber Qasim, Zakariya Yahya Algamal · Chemometrics and Intelligent Laboratory Systems · 2018 · 85 citations

Evolutionary Data Mining, Engineering, Machine Learning +6