Hamza Toulni

Towards Explainable Machine Learning for Bank Churn Prediction Using Data Balancing and Ensemble-Based Methods

Stéphane Cédric Koumetio Tekouabou, Ştefan Cristian Gherghina, Hamza Toulni et al. · Mathematics · 2022 · 51 citations · Full text

Computing, Data Science, Customer Relationship Management +16

A Machine Learning Framework towards Bank Telemarketing Prediction

Stéphane Cédric Koumetio Tekouabou, Ştefan Cristian Gherghina, Hamza Toulni et al. · Journal of risk and financial management · 2022 · 22 citations · Full text

Computing, Computer Science, Forecasting +10

Optimizing the early glaucoma detection from visual fields by combining preprocessing techniques and ensemble classifier with selection strategies

Stéphane Cédric Koumetio Tekouabou, El Arbi Abdellaoui Alaoui, Imane Chabbar et al. · Expert Systems with Applications · 2021 · 18 citations

Computing, Computer Science, Ophthalmology +16

An approach to avoid traffic congestion using VANET

Hamza Toulni, Benayad Nsiri, Mohammed Boulmalf et al. · 2014 · 16 citations

Engineering, Communication, Transportation Planning +17

Identifying and Classifying Urban Data Sources for Machine Learning-Based Sustainable Urban Planning and Decision Support Systems Development

Stéphane Cédric Koumetio Tekouabou, Jérôme Chenal, Rida Azmi et al. · Data · 2022 · 15 citations · Full text

Computing, Urban Planning, Data Mining +10