Machine Learning with Imbalanced EEG Datasets using Outlier-based Sampling. - Nizar Islah; Jamie Koerner; Roman Genov; Taufik A. Valiante; Gerard O'Leary (EMBC, 2020)

GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models. - Nizar Islah; Justine Gehring; Diganta Misra; Eilif B. Müller; Irina Rish; Terry Yue Zhuo; Massimo Caccia (CoRR, 2024)

GitChameleon 2.0: Evaluating AI Code Generation Against Python Library Version Incompatibilities. - Diganta Misra; Nizar Islah; Victor May; Brice Rauby; Zihan Wang; Justine Gehring; Antonio Orvieto; Muawiz Chaudhary; Eilif B. Muller; Irina Rish; Samira Ebrahimi Kahou; Massimo Caccia (CoRR, 2025)