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IEEE Transactions on Emerging Topics in Computational Intelligence Volume 9, Issue 6, December 2025

1) Explainability, Robustness, and Fairness in User-Centric Intelligent Systems: A Systematic ReviewAuthor(s): Idrees A. Zahid, Salem Garfan, M.A. Chyad, A. S. Albahri, O. S. Albahri, A. H. Alamoodi, Muhammet Deveci, Raad Z. Homod, Laith AlzubaidiPages: 3728 – 37532) Towards a Comprehensive Taxonomy of Pointwise Reliability Assessment Techniques for Machine Learning ModelsAuthor(s): João Loureiro, Lorena Petrella, Paulo

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IEEE Transactions on Artificial Intelligence, Volume 6, Issue 12, December 2025

1) Generative Agents in Agent-Based Modeling: Overview, Validation, and Emerging ChallengesAuthor(s): Carlo Adornetto, Adrian Mora, Kai Hu, Leticia Izquierdo Garcia, Parfait Atchade-Adelomou, Gianluigi Greco, Luis Alberto Alonso Pastor, Kent LarsonPages: 3165 – 31832) KnowZRel: Common Sense Knowledge-Based Zero-Shot Relationship Retrieval for Generalized Scene Graph GenerationAuthor(s): M. Jaleed Khan, John G. Breslin, Edward CurryPages: 3184 – 31943) Lorentz-Equivariant

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