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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Question-Driven Design Process for Explainable AI User Experiences—0
Questioning the AI: Informing Design Practices for Explainable AI User Experiences—0
Rationalization for Explainable NLP: A Survey—0
Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression—0
Refutation of Shapley Values for XAI -- Additional Evidence—0
Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence—0
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification—0
Research on Older Adults' Interaction with E-Health Interface Based on Explainable Artificial Intelligence—0
RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations—0
Resisting Out-of-Distribution Data Problem in Perturbation of XAI—0
Responsibility: An Example-based Explainable AI approach via Training Process Inspection—0
Why is plausibility surprisingly problematic as an XAI criterion?—0
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap—0
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors—0
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI)—0
Revisiting the robustness of post-hoc interpretability methods—0
Robot Navigation in Risky, Crowded Environments: Understanding Human Preferences—0
Robust Intrusion Detection System with Explainable Artificial Intelligence—0
Robustness of Explainable Artificial Intelligence in Industrial Process Modelling—0
Safety design concepts for statistical machine learning components toward accordance with functional safety standards—0
Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence—0
Scalable Concept Extraction in Industry 4.0—0
SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals—0
Scientific Explanation and Natural Language: A Unified Epistemological-Linguistic Perspective for Explainable AI—0
Seamful XAI: Operationalizing Seamful Design in Explainable AI—0
Securing Virtual Reality Experiences: Unveiling and Tackling Cybersickness Attacks with Explainable AI—0
Selective Explanations: Leveraging Human Input to Align Explainable AI—0
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks—0
Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers—0
Semantic interpretation for convolutional neural networks: What makes a cat a cat?—0
Semantic match: Debugging feature attribution methods in XAI for healthcare—0
Semantic XAI for contextualized demand forecasting explanations—0
Semi-Supervised Learning Based on Auto-generated Lexicon Using XAI in Sentiment Analysis—0
Sensitive Region-based Metamorphic Testing Framework using Explainable AI—0
Seven challenges for harmonizing explainability requirements—0
Shapley values for feature selection: The good, the bad, and the axioms—0
X-SHIELD: Regularization for eXplainable Artificial Intelligence—0
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations—0
SketchXAI: A First Look at Explainability for Human Sketches—0
Social Construction of XAI: Do We Need One Definition to Rule Them All?—0
Sparse Subspace Clustering for Concept Discovery (SSCCD)—0
SpecXAI -- Spectral interpretability of Deep Learning Models—0
Squashing activation functions in benchmark tests: towards eXplainable Artificial Intelligence using continuous-valued logic—0
Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network—0
Strategies to exploit XAI to improve classification systems—0
Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements—0
Survey of XAI in digital pathology—0
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment—0
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review—0
TbExplain: A Text-based Explanation Method for Scene Classification Models with the Statistical Prediction Correction—0
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