Haytham Elghazel

A machine-learning framework for predicting multiple air pollutants' concentrations via multi-target regression and feature selection

Sahar Masmoudi, Haytham Elghazel, Dalila Taieb et al. · The Science of The Total Environment · 2020 · 117 citations

Pollution Detection, Environmental Monitoring, Machine Learning +10

A hybrid algorithm for Bayesian network structure learning with application to multi-label learning

Maxime Gasse, Alex Aussem, Haytham Elghazel · Expert Systems with Applications · 2014 · 86 citations · Full text

Bayesian Network Structure, Machine Learning, Data Science +12

Unsupervised feature selection with ensemble learning

Haytham Elghazel, Alex Aussem · Machine Learning · 2013 · 78 citations

Engineering, Machine Learning, Data Science +8

Ensemble multi-label text categorization based on rotation forest and latent semantic indexing

Haytham Elghazel, Alex Aussem, Ouadie Gharroudi et al. · Expert Systems with Applications · 2016 · 52 citations

Natural Language Processing, Classification Method, Engineering +11

A semi-supervised feature ranking method with ensemble learning

Fazia Bellal, Haytham Elghazel, Alex Aussem · Pattern Recognition Letters · 2012 · 51 citations

Ranking Algorithm, Engineering, Machine Learning +9