Causality for Trustworthy Artificial Intelligence: Status, Challenges and Perspectives.

James McCoy

Atul Rawal Adrienne Raglin Danda B. Rawat Brian M. Sadler James McCoy Causality for Trustworthy Artificial Intelligence: Status, Challenges and Perspectives. 146:1-146:30 2025 June 57 ACM Comput. Surv. 6 https://doi.org/10.1145/3665494 db/journals/csur/csur57.html#RawalRRSM25 streams/journals/csur

James McCoy Danda B. Rawat Optimized Machine Learning Based Multimodal UAV Detection Using Ensemble Stacking. 40-49 2024 CogMI https://doi.org/10.1109/CogMI62246.2024.00016 conf/cogmi/2024 db/conf/cogmi/cogmi2024.html#McCoyR24 streams/conf/cogmi

James McCoy Atul Rawal Danda B. Rawat Brian M. Sadler Ensemble Deep Learning for Sustainable Multimodal UAV Classification. 15425-15434 2023 December 24 IEEE Trans. Intell. Transp. Syst. 12 https://doi.org/10.1109/TITS.2022.3170643 db/journals/tits/tits24.html#McCoyRRS23

Atul Rawal James McCoy Adrienne Raglin Danda B. Rawat A Quantitative Comparison of Causality and Feature Relevance via Explainable AI (XAI) for Robust, and Trustworthy Artificial Reasoning Systems. 274-285 2023 HCI (40) https://doi.org/10.1007/978-3-031-35891-3_17 conf/hci/2023-40 db/conf/hci/hci2023-40.html#RawalMRR23 James McCoy Atul Rawal Danda B. Rawat Ensemble Learning for UAV Detection: Developing a Multi-Class Multimodal Dataset. 101-106 2023 IRI https://doi.org/10.1109/IRI58017.2023.00025 conf/iri/2023 db/conf/iri/iri2023.html#McCoyRR23

Atul Rawal James McCoy Danda B. Rawat Brian M. Sadler Robert St. Amant Recent Advances in Trustworthy Explainable Artificial Intelligence: Status, Challenges, and Perspectives. 852-866 2022 3 IEEE Trans. Artif. Intell. 6 https://doi.org/10.1109/TAI.2021.3133846 db/journals/tai/tai3.html#RawalMRSA22

Robert St. Amant Adrienne Raglin Atul Rawal Danda B. Rawat Brian M. Sadler