Browse State-of-the-Art › Explainable Artificial Intelligence (XAI) › Papers, page 9

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 9 of 11: papers 801 to 900 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.

• From Explanations to Segmentation: Using Explainable AI for Image Segmentation
  1 Feb 2022 0 repositories listed
• Causal Explanations and XAI
  31 Jan 2022 0 repositories listed
• Feature Visualization within an Automated Design Assessment leveraging Explainable Artificial Intelligence Methods
  28 Jan 2022 0 repositories listed
• Diagnosing AI Explanation Methods with Folk Concepts of Behavior
  27 Jan 2022 0 repositories listed
• An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery
  26 Jan 2022 0 repositories listed
• Visualizing the Diversity of Representations Learned by Bayesian Neural Networks
  26 Jan 2022 0 repositories listed
• From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI
  20 Jan 2022 0 repositories listed
• Towards a Shapley Value Graph Framework for Medical peer-influence
  29 Dec 2021 0 repositories listed
• Towards Relatable Explainable AI with the Perceptual Process
  28 Dec 2021 0 repositories listed
• Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?
  25 Dec 2021 0 repositories listed
• Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives
  24 Dec 2021 0 repositories listed
• Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review
  23 Dec 2021 0 repositories listed
• Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions
  21 Dec 2021 0 repositories listed
• Interpretable Data-Based Explanations for Fairness Debugging
  17 Dec 2021 0 repositories listed
• Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP)
  14 Dec 2021 0 repositories listed
• A Complete Characterisation of ReLU-Invariant Distributions
  13 Dec 2021 0 repositories listed
• Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges
  9 Dec 2021 0 repositories listed
• On Two XAI Cultures: A Case Study of Non-technical Explanations in Deployed AI System
  2 Dec 2021 0 repositories listed
• Explainable Deep Image Classifiers for Skin Lesion Diagnosis
  22 Nov 2021 0 repositories listed
• Towards Safe, Explainable, and Regulated Autonomous Driving
  20 Nov 2021 0 repositories listed
• A Deep Generative XAI Framework for Natural Language Inference Explanations Generation
  16 Nov 2021 0 repositories listed
• A Practical guide on Explainable AI Techniques applied on Biomedical use case applications
  13 Nov 2021 0 repositories listed
• Explainable AI for Psychological Profiling from Digital Footprints: A Case Study of Big Five Personality Predictions from Spending Data
  12 Nov 2021 0 repositories listed
• Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future Opportunities
  11 Nov 2021 0 repositories listed
• Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment
  4 Nov 2021 0 repositories listed
• Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities
  3 Nov 2021 0 repositories listed
• An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques
  2 Nov 2021 0 repositories listed
• Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform
  31 Oct 2021 0 repositories listed
• Human-Centered Explainable AI (XAI): From Algorithms to User Experiences
  20 Oct 2021 0 repositories listed
• Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification
  15 Oct 2021 0 repositories listed
• Tree-based local explanations of machine learning model predictions, AraucanaXAI
  15 Oct 2021 0 repositories listed
• A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research
  13 Oct 2021 0 repositories listed
• Explanation as a process: user-centric construction of multi-level and multi-modal explanations
  7 Oct 2021 0 repositories listed
• Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework
  3 Oct 2021 0 repositories listed
• Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR
  2 Oct 2021 0 repositories listed
• Advancing Nearest Neighbor Explanation-by-Example with Critical Classification Regions
  29 Sep 2021 0 repositories listed
• Hermitry Ratio: Evaluating the validity of perturbation methods for explainable deep learning
  29 Sep 2021 0 repositories listed
• Towards Human-Understandable Visual Explanations: Human Imperceptible Cues Can Better Be Removed
  29 Sep 2021 0 repositories listed
• Truth Table Deep Convolutional Neural Network, A New SAT-Encodable Architecture - Application To Complete Robustness
  29 Sep 2021 0 repositories listed
• Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Work Through Explainable Artificial Intelligence
  28 Sep 2021 0 repositories listed
• Visualisation to Explain Personal Health Trends in Smart Homes
  28 Sep 2021 0 repositories listed
• A User-Centred Framework for Explainable Artificial Intelligence in Human-Robot Interaction
  27 Sep 2021 0 repositories listed
• Explainability Pitfalls: Beyond Dark Patterns in Explainable AI
  26 Sep 2021 0 repositories listed
• AI-HRI 2021 Proceedings
  22 Sep 2021 0 repositories listed
• Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior
  15 Sep 2021 0 repositories listed
• When Stability meets Sufficiency: Informative Explanations that do not Overwhelm
  13 Sep 2021 0 repositories listed
• Semi-Supervised Learning Based on Auto-generated Lexicon Using XAI in Sentiment Analysis
  1 Sep 2021 0 repositories listed
• The Role of Explainability in Assuring Safety of Machine Learning in Healthcare
  1 Sep 2021 0 repositories listed
• CGEMs: A Metric Model for Automatic Code Generation using GPT-3
  23 Aug 2021 0 repositories listed
• Explaining Bayesian Neural Networks
  23 Aug 2021 0 repositories listed
• Knowledge-based XAI through CBR: There is more to explanations than models can tell
  23 Aug 2021 0 repositories listed
• Longitudinal Distance: Towards Accountable Instance Attribution
  23 Aug 2021 0 repositories listed
• Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey
  20 Aug 2021 0 repositories listed
• XAI Methods for Neural Time Series Classification: A Brief Review
  18 Aug 2021 0 repositories listed
• An Experimental Study of Quantitative Evaluations on Saliency Methods
  14 Aug 2021 0 repositories listed
• Seven challenges for harmonizing explainability requirements
  11 Aug 2021 0 repositories listed
• Harnessing value from data science in business: ensuring explainability and fairness of solutions
  10 Aug 2021 0 repositories listed
• Knowledge-intensive Language Understanding for Explainable AI
  2 Aug 2021 0 repositories listed
• On the Importance of Domain-specific Explanations in AI-based Cybersecurity Systems (Technical Report)
  2 Aug 2021 0 repositories listed
• GHOST at SemEval-2021 Task 5: Is explanation all you need?
  1 Aug 2021 0 repositories listed
• MAIR: Framework for mining relationships between research articles, strategies, and regulations in the field of explainable artificial intelligence
  29 Jul 2021 0 repositories listed
• The Who in XAI: How AI Background Shapes Perceptions of AI Explanations
  28 Jul 2021 0 repositories listed
• Resisting Out-of-Distribution Data Problem in Perturbation of XAI
  27 Jul 2021 0 repositories listed
• Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
  22 Jul 2021 0 repositories listed
• GLIME: A new graphical methodology for interpretable model-agnostic explanations
  21 Jul 2021 0 repositories listed
• Proceedings of ICML 2021 Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI
  16 Jul 2021 0 repositories listed
• Explainable AI: current status and future directions
  12 Jul 2021 0 repositories listed
• How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice
  9 Jul 2021 0 repositories listed
• Explainable AI (XAI) for PHM of Industrial Asset: A State-of-The-Art, PRISMA-Compliant Systematic Review
  8 Jul 2021 0 repositories listed
• Levels of explainable artificial intelligence for human-aligned conversational explanations
  7 Jul 2021 0 repositories listed
• A Review of Explainable Artificial Intelligence in Manufacturing
  5 Jul 2021 0 repositories listed
• Quality Metrics for Transparent Machine Learning With and Without Humans In the Loop Are Not Correlated
  1 Jul 2021 0 repositories listed
• An XAI Approach to Deep Learning Models in the Detection of DCIS
  27 Jun 2021 0 repositories listed
• Crowdsourcing Evaluation of Saliency-based XAI Methods
  27 Jun 2021 0 repositories listed
• Explanatory Pluralism in Explainable AI
  26 Jun 2021 0 repositories listed
• Evaluation of Saliency-based Explainability Method
  24 Jun 2021 0 repositories listed
• A Turing Test for Transparency
  21 Jun 2021 0 repositories listed
• Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions
  16 Jun 2021 0 repositories listed
• Can Explainable AI Explain Unfairness? A Framework for Evaluating Explainable AI
  14 Jun 2021 0 repositories listed
• Pitfalls of Explainable ML: An Industry Perspective
  14 Jun 2021 0 repositories listed
• Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features
  12 Jun 2021 0 repositories listed
• Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program
  10 Jun 2021 0 repositories listed
• Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems
  9 Jun 2021 0 repositories listed
• Explainable Artificial Intelligence (XAI) for Increasing User Trust in Deep Reinforcement Learning Driven Autonomous Systems
  7 Jun 2021 0 repositories listed
• Explainability via Interactivity? Supporting Nonexperts' Sensemaking of Pretrained CNN by Interacting with Their Daily Surroundings
  31 May 2021 0 repositories listed
• A unified logical framework for explanations in classifier systems
  30 May 2021 0 repositories listed
• Do not explain without context: addressing the blind spot of model explanations
  28 May 2021 0 repositories listed
• Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI
  26 May 2021 0 repositories listed
• Argumentative XAI: A Survey
  24 May 2021 0 repositories listed
• Evaluating the Correctness of Explainable AI Algorithms for Classification
  20 May 2021 0 repositories listed
• Explainable Activity Recognition for Smart Home Systems
  20 May 2021 0 repositories listed
• Designer-User Communication for XAI: An epistemological approach to discuss XAI design
  17 May 2021 0 repositories listed
• Abstraction, Validation, and Generalization for Explainable Artificial Intelligence
  16 May 2021 0 repositories listed
• A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts
  15 May 2021 0 repositories listed
• XAI Handbook: Towards a Unified Framework for Explainable AI
  14 May 2021 0 repositories listed
• XAI-KG: knowledge graph to support XAI and decision-making in manufacturing
  5 May 2021 0 repositories listed
• Where and When: Space-Time Attention for Audio-Visual Explanations
  4 May 2021 0 repositories listed
• Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation
  29 Apr 2021 0 repositories listed
• Exploiting Explanations for Model Inversion Attacks
  26 Apr 2021 0 repositories listed
• Explainable AI For COVID-19 CT Classifiers: An Initial Comparison Study
  25 Apr 2021 0 repositories listed