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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

Papers

Showing 201225 of 1041 papers

TitleStatusHype
Explainable Multi-Label Classification of MBTI Types0
Towards trustable SHAP scores0
Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle0
On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance System0
T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients0
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments0
How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law0
Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction0
Concept Induction using LLMs: a user experiment for assessment0
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI0
Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression0
MCPNet: An Interpretable Classifier via Multi-Level Concept PrototypesCode1
Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives0
Unraveling the Dilemma of AI Errors: Exploring the Effectiveness of Human and Machine Explanations for Large Language Models0
Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis0
Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI0
Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance PropagationCode0
Automatic Extraction of Linguistic Description from Fuzzy Rule BaseCode1
X-SHIELD: Regularization for eXplainable Artificial Intelligence0
Explainable AI Integrated Feature Engineering for Wildfire Prediction0
Energy-based Model for Accurate Shapley Value Estimation in Interpretable Deep Learning Predictive ModelingCode0
Explainable Deep Learning: A Visual Analytics Approach with Transition MatricesCode0
Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies0
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays0
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax ClassificationCode0
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