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Integrity-based Explanations for Fostering Appropriate Trust in AI Agents2023 ACM Transactions on Interactive Intelligent Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access
Siddharth Mehrotra, Carolina Centeio Jorge, Catholijn M. Jonker, Myrthe Lotte Tielman
49citations -
Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection2020 IEEE Symposium on Visualization for Cyber Security (VIZSEC) conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Franziska Becker, Arthur Drichel, Christoph Müller, Thomas Ertl
15citations -
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access
Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2citations -
“Even explanations will not help in trusting [this] fundamentally biased system”: A Predictive Policing Case-Study2025 ACM Conference on User Modeling, Adaptation and Personalization (UMAP) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Siddharth Mehrotra, Ujwal Gadiraju, Eva Alice Christiane Bittner, Folkert van Delden, Catholijn M. Jonker, Myrthe Lotte Tielman
3citations -
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems2024 IEEE Transactions on Evolutionary Computation article Computer Science Explainable Artificial Intelligence (XAI) Open access
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more
29citations -
One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Juan Agustin Duque, Sergio García Heredia, Vinicius Hernandes, Eliška Greplová, Thomas Spriggs, Aaron Courville, +1 more
0citations -
L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning2025 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) conference-paper Computer Science Network Security and Intrusion Detection cited by 1 patent
Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Yi-Xiang Wang, Yan Li, Chang Liu
4citations -
Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Bart Marius de Vries, Gerben J.C. Zwezerijnen, George Louis Burchell, Floris H. P. van Velden, C. Willemien Menke‐van der Houven van Oordt, Ronald Boellaard
104citations -
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more
2citations