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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 526–550 of 1041 papers

TitleStatusHype
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability—0
Video Surveillance System Incorporating Expert Decision-making Process: A Case Study on Detecting Calving Signs in Cattle—0
Learning Support and Trivial Prototypes for Interpretable Image ClassificationCode1
Semantic match: Debugging feature attribution methods in XAI for healthcare—0
Behave-XAI: Deep Explainable Learning of Behavioral Representational Data—0
A Theoretical Framework for AI Models Explainability with Application in Biomedicine—0
Explainable AI for Bioinformatics: Methods, Tools, and ApplicationsCode1
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods—0
Bengali Handwritten Digit Recognition using CNN with Explainable AI—0
GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network—0
Explaining Classifications to Non Experts: An XAI User Study of Post Hoc Explanations for a Classifier When People Lack Expertise—0
Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants—0
It is not "accuracy vs. explainability" -- we need both for trustworthy AI systems—0
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations DifferCode0
Interpretable ML for Imbalanced DataCode0
On Computing Probabilistic Abductive Explanations—0
Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification—0
Causality-Aware Local Interpretable Model-Agnostic ExplanationsCode1
XRand: Differentially Private Defense against Explanation-Guided Attacks—0
MixBoost: Improving the Robustness of Deep Neural Networks by Boosting Data Augmentation—0
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning—0
A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection—0
Explainable Artificial Intelligence for Improved Modeling of ProcessesCode0
Optimizing Explanations by Network Canonization and Hyperparameter Search—0
Attribution-based XAI Methods in Computer Vision: A Review—0
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