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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 101–150 of 1041 papers

TitleStatusHype
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)—0
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation—0
Achieving Diversity in Counterfactual Explanations: a Review and Discussion—0
A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics—0
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models—0
A New cross-domain strategy based XAI models for fake news detection—0
AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal—0
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications—0
Augmented cross-selling through explainable AI -- a case from energy retailing—0
An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks—0
A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research—0
A Context-Sensitive Approach to XAI in Music Performance—0
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations—0
A User-Centred Framework for Explainable Artificial Intelligence in Human-Robot Interaction—0
A Turing Test for Transparency—0
Automated Copper Alloy Grain Size Evaluation Using a Deep-learning CNN—0
Automated Explanation Selection for Scientific Discovery—0
Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures—0
Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification—0
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods—0
Attributions Beyond Neural Networks: The Linear Program Case—0
Attribution-based XAI Methods in Computer Vision: A Review—0
Backtracking Counterfactuals—0
An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model—0
Balancing Explainability-Accuracy of Complex Models—0
Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework—0
A Transformer variant for multi-step forecasting of water level and hydrometeorological sensitivity analysis based on explainable artificial intelligence technology—0
A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection—0
An Argumentation-based Approach for Explaining Goal Selection in Intelligent Agents—0
A Theoretical Framework for AI Models Explainability with Application in Biomedicine—0
A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence—0
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks—0
A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life—0
Cognitive Perspectives on Context-based Decisions and Explanations—0
A System's Approach Taxonomy for User-Centred XAI: A Survey—0
Analyzing Machine Learning Models for Credit Scoring with Explainable AI and Optimizing Investment Decisions—0
Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification—0
A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions—0
A Survey on Understanding, Visualizations, and Explanation of Deep Neural Networks—0
Abstraction, Validation, and Generalization for Explainable Artificial Intelligence—0
A Survey on Explainable Artificial Intelligence for Cybersecurity—0
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI—0
Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment—0
A survey on Concept-based Approaches For Model Improvement—0
A Survey of the State of Explainable AI for Natural Language Processing—0
A multi-component framework for the analysis and design of explainable artificial intelligence—0
Advancing Nearest Neighbor Explanation-by-Example with Critical Classification Regions—0
Clash of the Explainers: Argumentation for Context-Appropriate Explanations—0
Combining Counterfactuals With Shapley Values To Explain Image Models—0
A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting—0
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