Abdallah Alabdallah

12 papers B 2Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	Bridging Forecast Accuracy and Inventory KPIs: A Simulation-Based Software Framework. IDA So Fukuhara, Abdallah Alabdallah, Nuwan Gunasekara, Slawomir Nowaczyk
2026	J	`jnl`	Bridging Forecast Accuracy and Inventory KPIs: A Simulation-Based Software Framework. CoRR So Fukuhara, Abdallah Alabdallah, Nuwan Gunasekara, Slawomir Nowaczyk
2026	J	`jnl`	CoxSE: Exploring the potential of self-explaining neural networks with Cox proportional hazards model for survival analysis. Knowl. Based Syst. Abdallah Alabdallah, Omar Hamed, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Sepideh Pashami
2025	—	`—`	Towards Trustworthy Survival Analysis with Machine Learning Models Abdallah Alabdallah
2024	J	`jnl`	CoxSE: Exploring the Potential of Self-Explaining Neural Networks with Cox Proportional Hazards Model for Survival Analysis. CoRR Abdallah Alabdallah, Omar Hamed, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Sepideh Pashami
2024	—	`conf`	Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks. GECCO Companion Mohammed Ghaith Altarabichi, Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rögnvaldsson, Slawomir Nowaczyk, Mattias Ohlsson
2024	J	`jnl`	The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models. Artif. Intell. Medicine Abdallah Alabdallah, Mattias Ohlsson, Sepideh Pashami, Thorsteinn S. Rögnvaldsson
2024	—	`conf`	Understanding Survival Models Through Counterfactual Explanations. ICCS (4) Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Grzegorz J. Nalepa
2023	J	`jnl`	Explainable Predictive Maintenance. CoRR Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan, Jakub Jakubowski, Nuno Paiva, Narjes Davari, Szymon Bobek, Samaneh Jamshidi, Hamid Sarmadi, Abdallah Alabdallah, Rita P. Ribeiro, Bruno Veloso, Moamar Sayed-Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama
2023	J	`jnl`	Heterogeneous Federated Learning via Personalized Generative Networks. CoRR Zahra Taghiyarrenani, Abdallah Alabdallah, Slawomir Nowaczyk, Sepideh Pashami
2022	B	`conf`	SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP. DSAA Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rögnvaldsson, Mattias Ohlsson
2022	J	`jnl`	The Concordance Index decomposition: a measure for a deeper understanding of survival prediction models. CoRR Abdallah Alabdallah, Mattias Ohlsson, Sepideh Pashami, Thorsteinn S. Rögnvaldsson