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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 551–575 of 1041 papers

TitleStatusHype
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models—0
Example-Based Explainable AI and its Application for Remote Sensing Image Classification—0
Using Explainability to Inform Statistical Downscaling Based on Deep Learning Beyond Standard Validation ApproachesCode0
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology—0
VR-LENS: Super Learning-based Cybersickness Detection and Explainable AI-Guided Deployment in Virtual Reality—0
Hypothesis Testing and Machine Learning: Interpreting Variable Effects in Deep Artificial Neural Networks using Cohen's f2—0
LesionAid: Vision Transformers-based Skin Lesion Generation and Classification—0
Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis—0
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI—0
Towards the Linear Algebra Based Taxonomy of XAI Explanations—0
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAICode0
Incentives to Offer Algorithmic Recourse—0
Explainable AI does not provide the explanations end-users are asking for—0
Selective Explanations: Leveraging Human Input to Align Explainable AI—0
ExClaim: Explainable Neural Claim Verification Using RationalizationCode0
Rationalization for Explainable NLP: A Survey—0
An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model—0
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance—0
Explainable, Interpretable & Trustworthy AI for Intelligent Digital Twin: Case Study on Remaining Useful Life—0
MAFUS: a Framework to predict mortality risk in MAFLD subjects—0
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG SignalsCode0
Towards Reconciling Usability and Usefulness of Explainable AI Methodologies—0
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability—0
Video Surveillance System Incorporating Expert Decision-making Process: A Case Study on Detecting Calving Signs in Cattle—0
Semantic match: Debugging feature attribution methods in XAI for healthcare—0
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