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Explainable Artificial Intelligence (XAI)
Explainable Artificial Intelligence (XAI)
Explainable Artificial Intelligence
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Showing 201–225 of 1041 papers
Title
Date
Tasks
Status
Hype
Explainable Multi-Label Classification of MBTI Types
May 2, 2024
Classification
Explainable artificial intelligence
—
Unverified
0
Towards trustable SHAP scores
Apr 30, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
—
Unverified
0
Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle
Apr 29, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
—
Unverified
0
On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance System
Apr 26, 2024
Autonomous Driving
Dimensionality Reduction
—
Unverified
0
T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients
Apr 25, 2024
Decision Making
Explainable artificial intelligence
—
Unverified
0
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments
Apr 23, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
—
Unverified
0
How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law
Apr 19, 2024
Ethics
Explainable artificial intelligence
—
Unverified
0
Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction
Apr 19, 2024
Classification
Conformal Prediction
—
Unverified
0
Concept Induction using LLMs: a user experiment for assessment
Apr 18, 2024
Common Sense Reasoning
Explainable artificial intelligence
—
Unverified
0
Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
Apr 17, 2024
Decision Making
Explainable artificial intelligence
—
Unverified
0
Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression
Apr 15, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
—
Unverified
0
MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes
Apr 13, 2024
Classification
Decision Making
Code
Code Available
1
Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives
Apr 12, 2024
All
counterfactual
—
Unverified
0
Unraveling the Dilemma of AI Errors: Exploring the Effectiveness of Human and Machine Explanations for Large Language Models
Apr 11, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
—
Unverified
0
Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis
Apr 9, 2024
Concept Alignment
Diagnostic
—
Unverified
0
Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI
Apr 5, 2024
Data Augmentation
Diagnostic
—
Unverified
0
Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation
Apr 4, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
Code
Code Available
0
Automatic Extraction of Linguistic Description from Fuzzy Rule Base
Apr 3, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
Code
Code Available
1
X-SHIELD: Regularization for eXplainable Artificial Intelligence
Apr 3, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
—
Unverified
0
Explainable AI Integrated Feature Engineering for Wildfire Prediction
Apr 1, 2024
Decision Making
Explainable artificial intelligence
—
Unverified
0
Energy-based Model for Accurate Shapley Value Estimation in Interpretable Deep Learning Predictive Modeling
Apr 1, 2024
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
Code
Code Available
0
Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices
Mar 29, 2024
Deep Learning
Explainable Artificial Intelligence (XAI)
Code
Code Available
0
Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies
Mar 28, 2024
counterfactual
Explainable artificial intelligence
—
Unverified
0
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays
Mar 28, 2024
Binary Classification
Decision Making
—
Unverified
0
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification
Mar 26, 2024
Clinical Knowledge
Explainable artificial intelligence
Code
Code Available
0
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