Optimal preprocessing of Mid InfraRed spectra. Application to classification of lignocellulosic biomass: maize roots and miscanthus internodes. - Abbas Rammal; Eric Perrin; Brigitte Chabbert; Isabelle Bertrand; Georgiana Mihai; Valeriu Vrabie (MDA, 2013)

Features' selection based on weighted distance minimization, application to biodegradation process evaluation. - Abbas Rammal; H. Fenniri; Alban Goupil; Brigitte Chabbert; Isabelle Bertrand; Valeriu Vrabie (EUSIPCO, 2015)

2D+t track detection via relative persistent homology. - Rabih Assaf; Alban Goupil; Abbas Rammal; Valeriu Vrabie; Mohammad Kacim (Int. J. Imaging Syst. Technol., 2021)

Machine learning techniques on homological persistence features for prostate cancer diagnosis. - Abbas Rammal; Rabih Assaf; Alban Goupil; Mohammad Kacim; Valeriu Vrabie (BMC Bioinform., 2022)

Traffic Congestion Prediction Based on Multivariate Modelling and Neural Networks Regressions. - Walid Fahs; Fadlallah Chbib; Abbas Rammal; Rida Khatoun; Ali El Attar; Issam Zaytoun; Joel Hachem (ANT/EDI40, 2023)

Unsupervised approach for an optimal representation of the latent space of a failure analysis dataset. - Abbas Rammal; Kenneth Ezukwoke; Anis Hoayek; Mireille Batton-Hubert (J. Supercomput., 2024)

Assessment of supervised machine learning methods for predicting COVID-19 likelihood. - Abbas Rammal; Rabih Assaf; Mohammad Kacim (MENACOMM, 2025)

Advanced Optimization in E-Commerce Logistics: Combining Matheuristics With Random Forests for Hub Location Efficiency. - Kassem Danach; Abbas Rammal; Imad Moukadem; Hassan Harb; Abbass Nasser (IEEE Access, 2025)