Kernel logistic regression using truncated Newton method. - Maher Maalouf; Theodore B. Trafalis; Indra Adrianto (Comput. Manag. Sci., 2011)

Robust weighted kernel logistic regression in imbalanced and rare events data. - Maher Maalouf; Theodore B. Trafalis (Comput. Stat. Data Anal., 2011)

Logistic regression in data analysis: an overview. - Maher Maalouf (Int. J. Data Anal. Tech. Strateg., 2011)

Rare events and imbalanced datasets: an overview. - Maher Maalouf; Theodore B. Trafalis (Int. J. Data Min. Model. Manag., 2011)

A high-throughput, contention-free low-power, Radix-2 1k, 2k, 4k and 8k-point fast fourier transform engine using 28nm standard-cell process. - Hani H. Saleh; Baker S. Mohammad; Maher Maalouf (DTIS, 2013)

A new fuzzy logic approach to capacitated dynamic Dial-a-Ride problem. - Maher Maalouf; Cameron A. MacKenzie; Sridhar Radakrishnan; Mary C. Court (Fuzzy Sets Syst., 2014)

Kernel ridge regression using truncated newton method. - Maher Maalouf; Dirar Homouz (Knowl. Based Syst., 2014)

Weighted logistic regression for large-scale imbalanced and rare events data. - Maher Maalouf; Mohammad Siddiqi (Knowl. Based Syst., 2014)

Logistic regression in large rare events and imbalanced data: A performance comparison of prior correction and weighting methods. - Maher Maalouf; Dirar Homouz; Theodore B. Trafalis (Comput. Intell., 2018)

Accurate Prediction of Gas Compressibility Factor using Kernel Ridge Regression. - Maher Maalouf; Naji Khoury; Dirar Homouz; Kyriaki Polychronopoulou (ACTEA, 2019)

Analyzing a co-occurrence gene-interaction network to identify disease-gene association. - Amira Al-Aamri; Kamal Taha; Yousof Al-Hammadi; Maher Maalouf; Dirar Homouz (BMC Bioinform., 2019)

Machine Learning and Optimization for Predictive Maintenance based on Predicting Failure in the Next Five Days. - Eman Ouda; Maher Maalouf; Andrei Sleptchenko (ICORES, 2021)

Artificial Neural Network for Predicting Cardiovascular Autonomic Reflex Tests from Inflammatory Markers. - Moustafa Abdelwanis; Shahmir Khan; Ammar Hummieda; Shayaan Syed; Karim Moawad; Maher Maalouf; Herbert F. Jelinek (CinC, 2023)

Oxidative Stress Markers Identify Cardiac Autonomic Neuropathy Progression: Applying Machine Learning Methods. - Alaa Alqaryuti; Nadeen Faraj; Mohamed Abdelmagid; Maher Maalouf; Herbert F. Jelinek (CinC, 2023)

Machine Learning for the Prediction of Depression Progression from Inflammation Markers. - Hind Abdulla; Maher Maalouf; Herbert F. Jelinek (EMBC, 2023)

Oxidative Stress Biomarkers in Predictive Multi-Class Modeling of Depression Severity with Diabetes Mellitus, Cardiovascular Disease and Hypertension Comorbidity. - Sara Zaidan; Firda Rahmadani; Maher Maalouf; Herbert F. Jelinek (EMBC, 2023)

Dynamic Modeling for the Parking Allocation Problem: A Framework for Real-Time Optimization. - Mohamed Abdelmagid; Adriana Gabour; Maher Maalouf (IEEM, 2024)

Evaluating Determinants of Health Insurance Premiums Using Advanced Multiple Linear Regression Techniques. - Mariam Bader; Maher Maalouf (IEEM, 2024)

Maximizing supply chain performance leveraging machine learning to anticipate customer backorders. - Abdulrahim Ali; Raja Jayaraman; Elie Azar; Maher Maalouf (Comput. Ind. Eng., 2024)

Analysis of Cancer-Associated Mutations of POLB Using Machine Learning and Bioinformatics. - Razan Alkhanbouli; Amira Al-Aamri; Maher Maalouf; Kamal Taha; Andreas Henschel; Dirar Homouz (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

Sequential classification approach for enhancing the assessment of cardiac autonomic neuropathy. - Moustafa Abdelwanis; Karim Moawad; Shahmir Mohammed; Ammar Hummieda; Shayaan Syed; Maher Maalouf; Herbert F. Jelinek (Comput. Biol. Medicine, 2025)