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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 251–300 of 1041 papers

TitleStatusHype
Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction—0
Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating—0
Research on Older Adults' Interaction with E-Health Interface Based on Explainable Artificial Intelligence—0
Diverse Explanations From Data-Driven and Domain-Driven Perspectives in the Physical SciencesCode0
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models—0
Bridging Human Concepts and Computer Vision for Explainable Face Verification—0
Detecting mental disorder on social media: a ChatGPT-augmented explainable approachCode0
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble TechniquesCode0
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence—0
Unveiling Molecular Moieties through Hierarchical Grad-CAM Graph ExplainabilityCode0
Emergent Explainability: Adding a causal chain to neural network inference—0
Deep Learning for Gamma-Ray Bursts: A data driven event framework for X/Gamma-Ray analysis in space telescopesCode1
XAI for All: Can Large Language Models Simplify Explainable AI?—0
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree EnsemblesCode0
Word-Level ASR Quality Estimation for Efficient Corpus Sampling and Post-Editing through Analyzing Attentions of a Reference-Free MetricCode1
A comprehensive study on fidelity metrics for XAICode0
Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems—0
MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept AlignmentCode1
Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive StudyCode0
Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation TestCode1
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective—0
Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis—0
Manifold-based Shapley for SAR Recognization Network Explanation—0
Explainable Multimodal Sentiment Analysis on Bengali Memes—0
Locally-Minimal Probabilistic ExplanationsCode0
CAManim: Animating end-to-end network activation maps—0
An Interpretable Deep Learning Approach for Skin Cancer CategorizationCode0
Explainable AI in Grassland Monitoring: Enhancing Model Performance and Domain Adaptability—0
Identifying Drivers of Predictive Aleatoric UncertaintyCode0
Clash of the Explainers: Argumentation for Context-Appropriate Explanations—0
Anytime Approximate Formal Feature Attribution—0
Explain To Decide: A Human-Centric Review on the Role of Explainable Artificial Intelligence in AI-assisted Decision Making—0
How much informative is your XAI? A decision-making assessment task to objectively measure the goodness of explanations—0
Precision of Individual Shapley Value Explanations—0
AS-XAI: Self-supervised Automatic Semantic Interpretation for CNNCode0
Explainable AI in Diagnosing and Anticipating Leukemia Using Transfer Learning Method—0
Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image RecognitionCode1
Elucidating Discrepancy in Explanations of Predictive Models Developed using EMR—0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
Forms of Understanding of XAI-Explanations—0
The Disagreement Problem in Faithfulness Metrics—0
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods—0
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local ExplanationsCode1
Extracting human interpretable structure-property relationships in chemistry using XAI and large language modelsCode1
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Assessing Fidelity in XAI post-hoc techniques: A Comparative Study with Ground Truth Explanations DatasetsCode0
Transferability and explainability of deep learning emulators for regional climate model projections: Perspectives for future applications—0
Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning—0
Medical Image Denosing via Explainable AI Feature Preserving Loss—0
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions—0
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