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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 851–875 of 1041 papers

TitleStatusHype
Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification—0
Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs—0
Bridging Human Concepts and Computer Vision for Explainable Face Verification—0
Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program—0
BSED: Baseline Shapley-Based Explainable Detector—0
CAManim: Animating end-to-end network activation maps—0
Can "consciousness" be observed from large language model (LLM) internal states? Dissecting LLM representations obtained from Theory of Mind test with Integrated Information Theory and Span Representation analysis—0
Can Explainable AI Explain Unfairness? A Framework for Evaluating Explainable AI—0
Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements—0
Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition—0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience—0
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals—0
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models—0
Categorical Foundations of Explainable AI: A Unifying Theory—0
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability—0
Causal Dependence Plots—0
Causal Explanations and XAI—0
CGEMs: A Metric Model for Automatic Code Generation using GPT-3—0
Challenges and Opportunities in Text Generation Explainability—0
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models—0
Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment—0
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI—0
Clash of the Explainers: Argumentation for Context-Appropriate Explanations—0
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods—0
Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework—0
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