Abdallah Alabdallah

12 papers B 2Journal 7Unranked 2
YearRankTypeTitle / 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