Title
The Directed Prediction Change - Efficient and Trustworthy Fidelity Assessment for Local Feature Attribution Methods Kevin Iselborn David Dembinsky Adriano Lucieri Andreas Dengel AAML FAtt 279 0 0 26 Nov 2025
Strategic Innovation Management in the Age of Large Language Models Market Intelligence, Adaptive R&D, and Ethical Governance Raha Aghaei Ali A. Kiaei Mahnaz Boush Mahan Rofoosheh Mohammad Zavvar 168 0 0 18 Nov 2025
Function Based Isolation Forest (FuBIF): A Unifying Framework for Interpretable Isolation-Based Anomaly Detection Alessio Arcudi Alessandro Ferreri Francesco Borsatti Gian Antonio Susto 138 0 0 08 Nov 2025
Large Language Models for Explainable Threat Intelligence Tiago Dinis Miguel Correia Roger Tavares 132 0 0 07 Nov 2025
Are We Aligned? A Preliminary Investigation of the Alignment of Responsible AI Values between LLMs and Human Judgment Asma Z. Yamani Malak Baslyman Moataz Ahmed 176 0 0 06 Nov 2025
Uncertainties in Physics-informed Inverse Problems: The Hidden Risk in Scientific AI Yoh-ichi Mototake Makoto Sasaki PINN AI4CE 248 0 0 06 Nov 2025
POEMS: Product of Experts for Interpretable Multi-omic Integration using Sparse Decoding Mihriban Kocak Balik Pekka Marttinen Negar Safinianaini 156 0 0 05 Nov 2025
Interpretable Model-Aware Counterfactual Explanations for Random Forest Joshua S. Harvey Guanchao Feng Sai Anusha Meesala Tina Zhao Dhagash Mehta FAtt CML 309 0 0 31 Oct 2025
Towards Human-AI Synergy in Requirements Engineering: A Framework and Preliminary StudyInternational Conference on Intelligent Data Science Technologies and Applications (IDSTA), 2025 Mateen Ahmed Abbasi Petri Ihantola T. Mikkonen Niko Mäkitalo 56 0 0 28 Oct 2025
ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models Bosong Huang Ming Jin Yuxuan Liang Johan Barthelemy Debo Cheng Qingsong Wen Chenghao Liu Shirui Pan AI4TS 124 0 0 23 Oct 2025
Leveraging Association Rules for Better Predictions and Better Explanations Gilles Audemard S. Coste-Marquis Pierre Marquis Mehdi Sabiri N. Szczepanski 84 0 0 21 Oct 2025
A Rectification-Based Approach for Distilling Boosted Trees into Decision Trees Gilles Audemard S. Coste-Marquis Pierre Marquis Mehdi Sabiri N. Szczepanski 72 0 0 21 Oct 2025
Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations Shahin Atakishiyev H. Babiker Jiayi Dai Nawshad Farruque Teruaki Hayashi ... Md Abed Rahman Iain Smith Mi-Young Kim Osmar R. Zaïane Randy Goebel LRM 121 0 0 20 Oct 2025
A Multimodal XAI Framework for Trustworthy CNNs and Bias Detection in Deep Representation Learning Noor Islam S. Mohammad 90 0 0 14 Oct 2025
On the Design and Evaluation of Human-centered Explainable AI Systems: A Systematic Review and Taxonomy Aline Mangold Juliane Zietz Susanne Weinhold Sebastian Pannasch XAI ELM 127 0 0 14 Oct 2025
Restricted Receptive Fields for Face Verification Kagan Öztürk Aman Bhatta Haiyu Wu Patrick Flynn Kevin W. Bowyer CVBM FAtt 169 0 0 12 Oct 2025
Explainable Human-in-the-Loop Segmentation via Critic Feedback Signals Pouya Shaeri Ryan T. Woo Yasaman Mohammadpour Ariane Middel 92 0 0 11 Oct 2025
MedAgentAudit: Diagnosing and Quantifying Collaborative Failure Modes in Medical Multi-Agent Systems Lei Gu Yinghao Zhu Haoran Sang Zixiang Wang Dehao Sui Wen Tang Ewen M. Harrison Junyi Gao Lequan Yu Liantao Ma 85 1 0 11 Oct 2025
Towards Meaningful Transparency in Civic AI Systems Dave Murray-Rust Kars Alfrink Cristina Zaga 108 0 0 09 Oct 2025
Explaining raw data complexity to improve satellite onboard processing Adrien Dorise Marjorie Bellizzi Adrien Girard Benjamin Francesconi Stéphane May 87 0 0 08 Oct 2025
Accountability Capture: How Record-Keeping to Support AI Transparency and Accountability (Re)shapes Algorithmic Oversight Shreya Chappidi Jennifer Cobbe Chris Norval A. Mazumder Jatinder Singh 80 0 0 06 Oct 2025
Onto-Epistemological Analysis of AI Explanations Martina Mattioli Eike Petersen Aasa Feragen Marcello Pelillo Siavash Bigdeli 180 0 0 03 Oct 2025
Mechanistic Interpretability as Statistical Estimation: A Variance Analysis of EAP-IG Maxime Méloux François Portet Maxime Peyrard 139 0 0 01 Oct 2025
CORTEX: Collaborative LLM Agents for High-Stakes Alert Triage Bowen Wei Yuan Shen Tay Howard Liu Jinhao Pan Kun Luo Ziwei Zhu Chris Jordan LLMAG 68 1 0 30 Sep 2025
An Analysis of the New EU AI Act and A Proposed Standardization Framework for Machine Learning Fairness Mike Teodorescu Yongxu Sun Haren N. Bhatia Christos Makridis 80 0 0 30 Sep 2025
An Agent-Based Framework for Automated Higher-Voice Harmony Generation Nia D'Souza Ganapathy Arul Selvamani Shaja 78 0 0 29 Sep 2025
Semantic-Inductive Attribute Selection for Zero-Shot Learning Juan Jose Herrera-Aranda Guillermo Gomez-Trenado Francisco Herrera I. Triguero VLM 83 0 0 26 Sep 2025
Does AI Coaching Prepare us for Workplace Negotiations? Veda Duddu Jash Rajesh Parekh Andy Mao Hanyi Min Ziang Xiao V. D. Swain Koustuv Saha 89 0 0 26 Sep 2025
Multiplicative-Additive Constrained Models:Toward Joint Visualization of Interactive and Independent Effects Fumin Wang 70 0 0 26 Sep 2025
"I think this is fair'': Uncovering the Complexities of Stakeholder Decision-Making in AI Fairness Assessment Lin Luo Yuri Nakao Mathieu Chollet Hiroya Inakoshi Simone Stumpf 84 0 0 22 Sep 2025
Cross-Attention is Half Explanation in Speech-to-Text Models Sara Papi Dennis Fucci Marco Gaido Matteo Negri L. Bentivogli LRM 116 0 0 22 Sep 2025
Towards a Transparent and Interpretable AI Model for Medical Image ClassificationsCognitive Neurodynamics (Cogn Neurodyn), 2025 Binbin Wen Yihang Wu Tareef Daqqaq Ahmad Chaddad 91 0 0 20 Sep 2025
Explicit vs. Implicit Biographies: Evaluating and Adapting LLM Information Extraction on Wikidata-Derived Texts Alessandra Stramiglio Andrea Schimmenti Valentina Pasqual M. Erp Francesco Sovrano F. Vitali 72 0 0 18 Sep 2025
Out of Distribution Detection in Self-adaptive Robots with AI-powered Digital Twins Erblin Isaku C. Gomes Shaukat Ali Beatriz Sanguino Tongtong Wang Guoyuan Li Houxiang Zhang Thomas Peyrucain 136 2 0 16 Sep 2025
Secure Human Oversight of AI: Exploring the Attack Surface of Human Oversight Jonas C. Ditz Veronika Lazar Elmar Lichtmeß Carola Plesch Matthias Heck Kevin Baum Markus Langer AAML 142 0 0 15 Sep 2025
Explainable Unsupervised Multi-Anomaly Detection and Temporal Localization in Nuclear Times Series Data with a Dual Attention-Based Autoencoder Konstantinos Vasili Zachery T. Dahm Stylianos Chatzidakis AI4TS 124 0 0 15 Sep 2025
Clarifying Model Transparency: Interpretability versus Explainability in Deep Learning with MNIST and IMDB Examples Mitali Raj 60 0 0 13 Sep 2025
The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis Eoin O'Doherty Nicole Weinrauch Andrew Talone Uri Klempner Xiaoyuan Yi Xing Xie Yi Zeng 68 0 0 12 Sep 2025
Investigating Feature Attribution for 5G Network Intrusion Detection Federica Uccello Simin Nadjm-Tehrani FAtt 180 1 0 12 Sep 2025
Uncertainty Awareness and Trust in Explainable AI- On Trust Calibration using Local and Global Explanations Carina Newen Daniel Bodemer Sonja Glantz Emmanuel Müller Magdalena Wischnewski Lenka Schnaubert 108 0 0 10 Sep 2025
Explainability of CNN Based Classification Models for Acoustic Signal Zubair Faruqui Mackenzie S. McIntire Rahul Dubey Jay McEntee 68 0 0 10 Sep 2025
Enhancing IoMT Security with Explainable Machine Learning: A Case Study on the CICIOMT2024 Dataset Mohammed Yacoubi Omar Moussaoui C. Drocourt 56 0 0 10 Sep 2025
Temporal Image Forensics: A Review and Critical Evaluation Robert Jöchl Andreas Uhl 100 0 0 09 Sep 2025
Explainable Swarm: A Methodological Framework for Interpreting Swarm IntelligenceInternational Conference on Process Control (ICPC), 2025 Nitin Gupta Bapi Dutta Anupam Yadav 136 0 0 08 Sep 2025
Triadic Fusion of Cognitive, Functional, and Causal Dimensions for Explainable LLMs: The TAXAL Framework David Herrera-Poyatos Carlos Peláez-González Cristina Zuheros Virilo Tejedor Rosana Montes F. Herrera 68 0 0 05 Sep 2025
Accountability Framework for Healthcare AI Systems: Towards Joint Accountability in Decision Making Prachi Bagave Marcus Westberg Marijn Janssen Aaron Yi Ding 63 0 0 03 Sep 2025
Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE Zahra Zehtabi Sabeti Moghaddam Zeinab Dehghani Maneeha Rani Mohammed Naveed Akram B. Mishra R. R. Kureshi D. Thakker 124 0 0 03 Sep 2025
Explainability-Driven Dimensionality Reduction for Hyperspectral Imaging S. Haidar José Oramas 88 0 0 02 Sep 2025
Ultra Strong Machine Learning: Teaching Humans Active Learning Strategies via Automated AI Explanations L. Ai Johannes Langer Ute Schmid Stephen Muggleton 169 0 0 31 Aug 2025
On Identifying Why and When Foundation Models Perform Well on Time-Series Forecasting Using Automated Explanations and Rating Michael Widener Kausik Lakkaraju John Aydin Biplav Srivastava AI4TS 108 0 0 28 Aug 2025