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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 351–400 of 1041 papers

TitleStatusHype
Explainable AI in Grassland Monitoring: Enhancing Model Performance and Domain Adaptability—0
Clash of the Explainers: Argumentation for Context-Appropriate Explanations—0
Anytime Approximate Formal Feature Attribution—0
Identifying Drivers of Predictive Aleatoric UncertaintyCode0
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
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
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
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification—0
Explaining Interactions Between Text SpansCode0
XAI Benchmark for Visual Explanation—0
The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research—0
Refutation of Shapley Values for XAI -- Additional Evidence—0
Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence—0
Explainable Artificial Intelligence for Drug Discovery and Development -- A Comprehensive Survey—0
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring—0
Correlation between morphological evolution of splashing drop and exerted impact force revealed by interpretation of explainable artificial intelligence—0
The role of causality in explainable artificial intelligence—0
Evaluation of Human-Understandability of Global Model Explanations using Decision Tree—0
A Co-design Study for Multi-Stakeholder Job Recommender System ExplanationsCode0
Beyond XAI:Obstacles Towards Responsible AI—0
A Context-Sensitive Approach to XAI in Music Performance—0
Natural Example-Based Explainability: a Survey—0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care—0
Leveraging Learning Metrics for Improved Federated Learning—0
Ensemble of Counterfactual ExplainersCode0
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and HumansCode0
Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical DataCode0
Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review—0
Explainable AI for tool wear prediction in turning—0
BSED: Baseline Shapley-Based Explainable Detector—0
Predicting and explaining nonlinear material response using deep Physically Guided Neural Networks with Internal Variables—0
Formally Explaining Neural Networks within Reactive Systems—0
Using Kernel SHAP XAI Method to optimize the Network Anomaly Detection Model—0
Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features—0
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)—0
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI)—0
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