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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 751–800 of 1041 papers

TitleStatusHype
A Comparative Approach to Explainable Artificial Intelligence Methods in Application to High-Dimensional Electronic Health Records: Examining the Usability of XAI—0
A Complete Characterisation of ReLU-Invariant Distributions—0
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks—0
A Context-Sensitive Approach to XAI in Music Performance—0
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation—0
Ada-SISE: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks—0
A Data-Driven Exploration of Elevation Cues in HRTFs: An Explainable AI Perspective Across Multiple Datasets—0
A Data-Driven Framework for Identifying Investment Opportunities in Private Equity—0
Additive Class Distinction Maps using Branched-GANs—0
A Deep Generative XAI Framework for Natural Language Inference Explanations Generation—0
Advancing Nearest Neighbor Explanation-by-Example with Critical Classification Regions—0
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations—0
A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research—0
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems—0
A general approach to compute the relevance of middle-level input features—0
A general-purpose method for applying Explainable AI for Anomaly Detection—0
A Grounded Interaction Protocol for Explainable Artificial Intelligence—0
AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0—0
A Human-Grounded Evaluation of SHAP for Alert Processing—0
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods—0
AI-HRI 2021 Proceedings—0
AI Readiness in Healthcare through Storytelling XAI—0
A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method—0
Bridging the Transparency Gap: What Can Explainable AI Learn From the AI Act?—0
A unified logical framework for explanations in classifier systems—0
Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems—0
A Means-End Account of Explainable Artificial Intelligence—0
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making—0
A Meta Survey of Quality Evaluation Criteria in Explanation Methods—0
A multi-component framework for the analysis and design of explainable artificial intelligence—0
Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment—0
Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification—0
Analyzing Machine Learning Models for Credit Scoring with Explainable AI and Optimizing Investment Decisions—0
An Argumentation-based Approach for Explaining Goal Selection in Intelligent Agents—0
An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model—0
An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks—0
A New cross-domain strategy based XAI models for fake news detection—0
A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics—0
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)—0
An Experimental Study of Quantitative Evaluations on Saliency Methods—0
An Explainable AI Framework for Artificial Intelligence of Medical Things—0
An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery—0
An Explainable Regression Framework for Predicting Remaining Useful Life of Machines—0
An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival—0
An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques—0
A Novel real-time arrhythmia detection model using YOLOv8—0
An XAI Approach to Deep Learning Models in the Detection of DCIS—0
Anytime Approximate Formal Feature Attribution—0
Applying XAI based unsupervised knowledge discovering for Operation modes in a WWTP. A real case: AQUAVALL WWTP—0
ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing—0
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