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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 301–350 of 1041 papers

TitleStatusHype
An Explainable AI Framework for Artificial Intelligence of Medical Things—0
Do not explain without context: addressing the blind spot of model explanations—0
Domain-Level Explainability -- A Challenge for Creating Trust in Superhuman AI Strategies—0
Backtracking Counterfactuals—0
An Experimental Study of Quantitative Evaluations on Saliency Methods—0
A general approach to compute the relevance of middle-level input features—0
Distrust in (X)AI -- Measurement Artifact or Distinct Construct?—0
Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation—0
Disproving XAI Myths with Formal Methods -- Initial Results—0
Disagreement amongst counterfactual explanations: How transparency can be deceptive—0
Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification—0
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)—0
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems—0
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation—0
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control—0
DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning—0
Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures—0
Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis—0
Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning—0
Automated Explanation Selection for Scientific Discovery—0
A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics—0
Diagnosing AI Explanation Methods with Folk Concepts of Behavior—0
Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data—0
Automated Copper Alloy Grain Size Evaluation Using a Deep-learning CNN—0
Detection of Sensor-To-Sensor Variations using Explainable AI—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
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods—0
A User-Centred Framework for Explainable Artificial Intelligence in Human-Robot Interaction—0
Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis—0
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity—0
AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal—0
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI—0
A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications—0
Designer-User Communication for XAI: An epistemological approach to discuss XAI design—0
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma—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
Achieving Diversity in Counterfactual Explanations: a Review and Discussion—0
Deep Learning Reproducibility and Explainable AI (XAI)—0
A Turing Test for Transparency—0
Attributions Beyond Neural Networks: The Linear Program Case—0
Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review—0
Attribution-based XAI Methods in Computer Vision: A Review—0
An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Dear XAI Community, We Need to Talk! Fundamental Misconceptions in Current XAI Research—0
A Transformer variant for multi-step forecasting of water level and hydrometeorological sensitivity analysis based on explainable artificial intelligence technology—0
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