What augmentations are sensitive to hyper-parameters and why? - Ch Muhammad Awais; Imad Eddine Ibrahim Bekkouch (CoRR, 2021)

A Meta-analytical Comparison of Naive Bayes and Random Forest for Software Defect Prediction. - Ch Muhammad Awais; Wei Gu; Gcinizwe Dlamini; Zamira Kholmatova; Giancarlo Succi (ISDA (3), 2022)

What Augmentations are Sensitive to Hyper-Parameters and Why? - Ch Muhammad Awais; Imad Eddine Ibrahim Bekkouch; Adil Mehmood Khan (SAI (1), 2022)

Breaking Barriers: Multilingual Toxicity Analysis for Hate Speech and Offensive Language in Low-Resource Indo-Aryan Languages. - Ch Muhammad Awais; Jayveersinh Raj (FIRE (Working Notes), 2023)

Advancing Sustainability: Research Initiatives at the Signals and Images Lab. - Antonio Bruno; Claudia Caudai; Francesco Conti 004; Massimo Martinelli; Giuseppe Riccardo Leone; Massimo Magrini; Davide Moroni; Ch Muhammad Awais; Oscar Papini; Maria Antonietta Pascali; Gabriele Pieri; Marco Reggiannini; et al. (Ital-IA, 2024)

Image Quality vs Performance in Super-Resolution for SAR Ship classification. - Ch Muhammad Awais; Marco Reggiannini; Davide Moroni (ISCAS, 2025)

A Framework for Imbalanced SAR Ship Classification: Curriculum Learning, Weighted Loss Functions, and a Novel Evaluation Metric. - Ch Muhammad Awais; Marco Reggiannini; Davide Moroni (WACV (Workshops), 2025)

A Survey on SAR ship classification using Deep Learning. - Ch Muhammad Awais; Marco Reggiannini; Davide Moroni; Emanuele Salerno (CoRR, 2025)