Browse State-of-the-Art › Explainable Artificial Intelligence (XAI) › Papers, page 7

Explainable Artificial Intelligence (XAI)

Papers archive 2025-07-28

archive papers tagged: 1,041 · with a code link: 296 · where Syntology ran a sample: 40 (33 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (40 of 1,041 tagged: 33 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 7 of 11: papers 601 to 700 of 1,041, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Trust and Reliance in Consensus-Based Explanations from an Anti-Misinformation Agent
  22 Apr 2023 0 repositories listed
• Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study
  18 Apr 2023 0 repositories listed
• A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?
  10 Apr 2023 0 repositories listed
• Explainable AI And Visual Reasoning: Insights From Radiology
  6 Apr 2023 0 repositories listed
• Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models
  5 Apr 2023 0 repositories listed
• A Brief Review of Explainable Artificial Intelligence in Healthcare
  4 Apr 2023 0 repositories listed
• Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence
  30 Mar 2023 0 repositories listed
• Why is plausibility surprisingly problematic as an XAI criterion?
  30 Mar 2023 0 repositories listed
• A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics
  29 Mar 2023 0 repositories listed
• Distrust in (X)AI -- Measurement Artifact or Distinct Construct?
  29 Mar 2023 0 repositories listed
• XAIR: A Framework of Explainable AI in Augmented Reality
  28 Mar 2023 0 repositories listed
• Interactive Explanations by Conflict Resolution via Argumentative Exchanges
  27 Mar 2023 0 repositories listed
• The Representational Status of Deep Learning Models
  21 Mar 2023 0 repositories listed
• Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma
  17 Mar 2023 0 repositories listed
• Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals
  16 Mar 2023 0 repositories listed
• Contextual Trust
  15 Mar 2023 0 repositories listed
• Robot Navigation in Risky, Crowded Environments: Understanding Human Preferences
  15 Mar 2023 0 repositories listed
• Sensitive Region-based Metamorphic Testing Framework using Explainable AI
  14 Mar 2023 0 repositories listed
• The AI Act proposal: a new right to technical interpretability?
  14 Mar 2023 0 repositories listed
• Explainable AI for Time Series via Virtual Inspection Layers
  11 Mar 2023 0 repositories listed
• Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook
  10 Mar 2023 0 repositories listed
• Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment
  9 Mar 2023 0 repositories listed
• A Survey on Explainable Artificial Intelligence for Cybersecurity
  7 Mar 2023 0 repositories listed
• Causal Dependence Plots
  7 Mar 2023 0 repositories listed
• A System's Approach Taxonomy for User-Centred XAI: A Survey
  6 Mar 2023 0 repositories listed
• iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
  2 Mar 2023 0 repositories listed
• Explainable Artificial Intelligence and Cybersecurity: A Systematic Literature Review
  27 Feb 2023 0 repositories listed
• Explanations for Automatic Speech Recognition
  27 Feb 2023 0 repositories listed
• Explainable AI is Dead, Long Live Explainable AI! Hypothesis-driven decision support
  24 Feb 2023 0 repositories listed
• Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches
  23 Feb 2023 0 repositories listed
• Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI
  22 Feb 2023 0 repositories listed
• Bridging the Transparency Gap: What Can Explainable AI Learn From the AI Act?
  21 Feb 2023 0 repositories listed
• SpecXAI -- Spectral interpretability of Deep Learning Models
  20 Feb 2023 0 repositories listed
• The Inadequacy of Shapley Values for Explainability
  16 Feb 2023 0 repositories listed
• Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality
  16 Feb 2023 0 repositories listed
• Explainable Label-flipping Attacks on Human Emotion Assessment System
  8 Feb 2023 0 repositories listed
• Efficient XAI Techniques: A Taxonomic Survey
  7 Feb 2023 0 repositories listed
• Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal
  7 Feb 2023 0 repositories listed
• LiteVR: Interpretable and Lightweight Cybersickness Detection using Explainable AI
  5 Feb 2023 0 repositories listed
• A New cross-domain strategy based XAI models for fake news detection
  4 Feb 2023 0 repositories listed
• AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models
  4 Feb 2023 0 repositories listed
• Example-Based Explainable AI and its Application for Remote Sensing Image Classification
  3 Feb 2023 0 repositories listed
• From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology
  3 Feb 2023 0 repositories listed
• VR-LENS: Super Learning-based Cybersickness Detection and Explainable AI-Guided Deployment in Virtual Reality
  3 Feb 2023 0 repositories listed
• Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis
  2 Feb 2023 0 repositories listed
• Hypothesis Testing and Machine Learning: Interpreting Variable Effects in Deep Artificial Neural Networks using Cohen's f2
  2 Feb 2023 0 repositories listed
• LesionAid: Vision Transformers-based Skin Lesion Generation and Classification
  2 Feb 2023 0 repositories listed
• Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI
  1 Feb 2023 0 repositories listed
• Towards the Linear Algebra Based Taxonomy of XAI Explanations
  30 Jan 2023 0 repositories listed
• Incentives to Offer Algorithmic Recourse
  27 Jan 2023 0 repositories listed
• Explainable AI does not provide the explanations end-users are asking for
  25 Jan 2023 0 repositories listed
• Selective Explanations: Leveraging Human Input to Align Explainable AI
  23 Jan 2023 0 repositories listed
• Rationalization for Explainable NLP: A Survey
  21 Jan 2023 0 repositories listed
• An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model
  19 Jan 2023 0 repositories listed
• Explainable, Interpretable & Trustworthy AI for Intelligent Digital Twin: Case Study on Remaining Useful Life
  17 Jan 2023 0 repositories listed
• MAFUS: a Framework to predict mortality risk in MAFLD subjects
  17 Jan 2023 0 repositories listed
• Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance
  17 Jan 2023 0 repositories listed
• Towards Reconciling Usability and Usefulness of Explainable AI Methodologies
  13 Jan 2023 0 repositories listed
• Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability
  11 Jan 2023 0 repositories listed
• Video Surveillance System Incorporating Expert Decision-making Process: A Case Study on Detecting Calving Signs in Cattle
  10 Jan 2023 0 repositories listed
• Semantic match: Debugging feature attribution methods in XAI for healthcare
  5 Jan 2023 0 repositories listed
• Behave-XAI: Deep Explainable Learning of Behavioral Representational Data
  30 Dec 2022 0 repositories listed
• A Theoretical Framework for AI Models Explainability with Application in Biomedicine
  29 Dec 2022 0 repositories listed
• Bengali Handwritten Digit Recognition using CNN with Explainable AI
  23 Dec 2022 0 repositories listed
• Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods
  23 Dec 2022 0 repositories listed
• GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network
  21 Dec 2022 0 repositories listed
• Explaining Classifications to Non Experts: An XAI User Study of Post Hoc Explanations for a Classifier When People Lack Expertise
  19 Dec 2022 0 repositories listed
• Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants
  17 Dec 2022 0 repositories listed
• It is not "accuracy vs. explainability" -- we need both for trustworthy AI systems
  16 Dec 2022 0 repositories listed
• On Computing Probabilistic Abductive Explanations
  12 Dec 2022 0 repositories listed
• Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification
  10 Dec 2022 0 repositories listed
• MixBoost: Improving the Robustness of Deep Neural Networks by Boosting Data Augmentation
  8 Dec 2022 0 repositories listed
• XRand: Differentially Private Defense against Explanation-Guided Attacks
  8 Dec 2022 0 repositories listed
• Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning
  7 Dec 2022 0 repositories listed
• A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection
  6 Dec 2022 0 repositories listed
• Optimizing Explanations by Network Canonization and Hyperparameter Search
  30 Nov 2022 0 repositories listed
• Attribution-based XAI Methods in Computer Vision: A Review
  27 Nov 2022 0 repositories listed
• Overcoming Catastrophic Forgetting by XAI
  25 Nov 2022 0 repositories listed
• The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future
  25 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research
  24 Nov 2022 0 repositories listed
• Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images
  23 Nov 2022 0 repositories listed
• Interpretability of an Interaction Network for identifying H →bb̅ jets
  23 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection
  19 Nov 2022 0 repositories listed
• Explainability Via Causal Self-Talk
  17 Nov 2022 0 repositories listed
• Using explainability to design physics-aware CNNs for solving subsurface inverse problems
  16 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence in Construction: The Content, Context, Process, Outcome Evaluation Framework
  12 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction
  12 Nov 2022 0 repositories listed
• Seamful XAI: Operationalizing Seamful Design in Explainable AI
  12 Nov 2022 0 repositories listed
• Behaviour Trees for Creating Conversational Explanation Experiences
  11 Nov 2022 0 repositories listed
• Social Construction of XAI: Do We Need One Definition to Rule Them All?
  11 Nov 2022 0 repositories listed
• Motif-guided Time Series Counterfactual Explanations
  8 Nov 2022 0 repositories listed
• Privacy Meets Explainability: A Comprehensive Impact Benchmark
  8 Nov 2022 0 repositories listed
• XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values
  7 Nov 2022 0 repositories listed
• eXplainable AI for Quantum Machine Learning
  2 Nov 2022 0 repositories listed
• Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions
  2 Nov 2022 0 repositories listed
• Backtracking Counterfactuals
  1 Nov 2022 0 repositories listed
• Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI)
  31 Oct 2022 0 repositories listed
• Painting the black box white: experimental findings from applying XAI to an ECG reading setting
  27 Oct 2022 0 repositories listed
• Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks
  25 Oct 2022 0 repositories listed
• Human-centered XAI for Burn Depth Characterization
  24 Oct 2022 0 repositories listed