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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 10 of 11: papers 901 to 1,000 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.

• Explainable Artificial Intelligence Reveals Novel Insight into Tumor Microenvironment Conditions Linked with Better Prognosis in Patients with Breast Cancer
  24 Apr 2021 0 repositories listed
• Tracking Peaceful Tractors on Social Media -- XAI-enabled analysis of Red Fort Riots 2021
  24 Apr 2021 0 repositories listed
• DA-DGCEx: Ensuring Validity of Deep Guided Counterfactual Explanations With Distribution-Aware Autoencoder Loss
  19 Apr 2021 0 repositories listed
• Towards Human-Understandable Visual Explanations:Imperceptible High-frequency Cues Can Better Be Removed
  16 Apr 2021 0 repositories listed
• Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models
  14 Apr 2021 0 repositories listed
• On the Computational Intelligibility of Boolean Classifiers
  13 Apr 2021 0 repositories listed
• Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML
  9 Apr 2021 0 repositories listed
• Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future
  8 Apr 2021 0 repositories listed
• Question-Driven Design Process for Explainable AI User Experiences
  8 Apr 2021 0 repositories listed
• Towards a Rigorous Evaluation of Explainability for Multivariate Time Series
  6 Apr 2021 0 repositories listed
• Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing
  3 Apr 2021 0 repositories listed
• Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey
  2 Apr 2021 0 repositories listed
• Semantic XAI for contextualized demand forecasting explanations
  1 Apr 2021 0 repositories listed
• Explaining the Road Not Taken
  27 Mar 2021 0 repositories listed
• Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals
  22 Mar 2021 0 repositories listed
• A Comparative Approach to Explainable Artificial Intelligence Methods in Application to High-Dimensional Electronic Health Records: Examining the Usability of XAI
  8 Mar 2021 0 repositories listed
• Explainable AI in Credit Risk Management
  1 Mar 2021 0 repositories listed
• If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
  26 Feb 2021 0 repositories listed
• Shapley values for feature selection: The good, the bad, and the axioms
  22 Feb 2021 0 repositories listed
• Ada-SISE: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks
  15 Feb 2021 0 repositories listed
• What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research
  15 Feb 2021 0 repositories listed
• VitrAI -- Applying Explainable AI in the Real World
  12 Feb 2021 0 repositories listed
• The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions
  10 Feb 2021 0 repositories listed
• Principles of Explanation in Human-AI Systems
  9 Feb 2021 0 repositories listed
• Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations (NODEs)
  8 Feb 2021 0 repositories listed
• Convolutional Neural Network Interpretability with General Pattern Theory
  5 Feb 2021 0 repositories listed
• Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond
  3 Feb 2021 0 repositories listed
• A Survey on Understanding, Visualizations, and Explanation of Deep Neural Networks
  2 Feb 2021 0 repositories listed
• Hierarchical Variational Autoencoder for Visual Counterfactuals
  1 Feb 2021 0 repositories listed
• Matching Representations of Explainable Artificial Intelligence and Eye Gaze for Human-Machine Interaction
  30 Jan 2021 0 repositories listed
• Cognitive Perspectives on Context-based Decisions and Explanations
  25 Jan 2021 0 repositories listed
• Explainable Artificial Intelligence Approaches: A Survey
  23 Jan 2021 0 repositories listed
• A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations
  22 Jan 2021 0 repositories listed
• How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations
  21 Jan 2021 0 repositories listed
• Expanding Explainability: Towards Social Transparency in AI systems
  12 Jan 2021 0 repositories listed
• Explainable Artificial Intelligence (XAI): An Engineering Perspective
  10 Jan 2021 0 repositories listed
• Explainable AI and Adoption of Financial Algorithmic Advisors: an Experimental Study
  5 Jan 2021 0 repositories listed
• Quantitative Evaluations on Saliency Methods: An Experimental Study
  31 Dec 2020 0 repositories listed
• Predictive K-means with local models
  16 Dec 2020 0 repositories listed
• Explanation from Specification
  13 Dec 2020 0 repositories listed
• Deep Argumentative Explanations
  10 Dec 2020 0 repositories listed
• An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks
  8 Dec 2020 0 repositories listed
• Explainable AI for Interpretable Credit Scoring
  3 Dec 2020 0 repositories listed
• Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research
  1 Dec 2020 0 repositories listed
• Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment
  1 Dec 2020 0 repositories listed
• Why Did the Robot Cross the Road? A User Study of Explanation in Human-Robot Interaction
  30 Nov 2020 0 repositories listed
• Explaining Deep Learning Models for Structured Data using Layer-Wise Relevance Propagation
  26 Nov 2020 0 repositories listed
• Understand Watchdogs: Discover How Game Bot Get Discovered
  26 Nov 2020 0 repositories listed
• Explainable Incipient Fault Detection Systems for Photovoltaic Panels
  19 Nov 2020 0 repositories listed
• Data Representing Ground-Truth Explanations to Evaluate XAI Methods
  18 Nov 2020 0 repositories listed
• Qualitative Investigation in Explainable Artificial Intelligence: A Bit More Insight from Social Science
  13 Nov 2020 0 repositories listed
• Domain-Level Explainability -- A Challenge for Creating Trust in Superhuman AI Strategies
  12 Nov 2020 0 repositories listed
• FairLens: Auditing Black-box Clinical Decision Support Systems
  8 Nov 2020 0 repositories listed
• Explainable AI meets Healthcare: A Study on Heart Disease Dataset
  6 Nov 2020 0 repositories listed
• Argumentation Theoretical Frameworks for Explainable Artificial Intelligence
  1 Nov 2020 0 repositories listed
• ExTRA: Explainable Therapy-Related Annotations
  1 Nov 2020 0 repositories listed
• Towards Harnessing Natural Language Generation to Explain Black-box Models
  1 Nov 2020 0 repositories listed
• Proceedings of the AI-HRI Symposium at AAAI-FSS 2020
  26 Oct 2020 0 repositories listed
• Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification
  23 Oct 2020 0 repositories listed
• The Need for Standardized Explainability
  20 Oct 2020 0 repositories listed
• Squashing activation functions in benchmark tests: towards eXplainable Artificial Intelligence using continuous-valued logic
  17 Oct 2020 0 repositories listed
• A general approach to compute the relevance of middle-level input features
  16 Oct 2020 0 repositories listed
• Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
  15 Oct 2020 0 repositories listed
• Integrating Intrinsic and Extrinsic Explainability: The Relevance of Understanding Neural Networks for Human-Robot Interaction
  9 Oct 2020 0 repositories listed
• Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements
  2 Oct 2020 0 repositories listed
• A Survey of the State of Explainable AI for Natural Language Processing
  1 Oct 2020 0 repositories listed
• Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation
  1 Oct 2020 0 repositories listed
• Explaining AI as an Exploratory Process: The Peircean Abduction Model
  30 Sep 2020 0 repositories listed
• Ensembles of Convolutional Neural Networks models for pediatric pneumonia diagnosis
  29 Sep 2020 0 repositories listed
• Explainable AI without Interpretable Model
  29 Sep 2020 0 repositories listed
• The design and implementation of Language Learning Chatbot with XAI using Ontology and Transfer Learning
  29 Sep 2020 0 repositories listed
• Measure Utility, Gain Trust: Practical Advice for XAI Researcher
  27 Sep 2020 0 repositories listed
• Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing
  22 Sep 2020 0 repositories listed
• What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors
  22 Sep 2020 0 repositories listed
• Better Model Selection with a new Definition of Feature Importance
  16 Sep 2020 0 repositories listed
• An Argumentation-based Approach for Explaining Goal Selection in Intelligent Agents
  14 Sep 2020 0 repositories listed
• Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations
  14 Sep 2020 0 repositories listed
• Argumentation-based Agents that Explain their Decisions
  13 Sep 2020 0 repositories listed
• Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier
  10 Sep 2020 0 repositories listed
• Machine Reasoning Explainability
  1 Sep 2020 0 repositories listed
• Mediating Community-AI Interaction through Situated Explanation: The Case of AI-Led Moderation
  19 Aug 2020 0 repositories listed
• Explainability in Deep Reinforcement Learning
  15 Aug 2020 0 repositories listed
• Survey of XAI in digital pathology
  14 Aug 2020 0 repositories listed
• ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis
  13 Aug 2020 0 repositories listed
• Explainable Artificial Intelligence Based Fault Diagnosis and Insight Harvesting for Steel Plates Manufacturing
  10 Aug 2020 0 repositories listed
• Safety design concepts for statistical machine learning components toward accordance with functional safety standards
  4 Aug 2020 0 repositories listed
• Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks
  24 Jul 2020 0 repositories listed
• Locality Guided Neural Networks for Explainable Artificial Intelligence
  12 Jul 2020 0 repositories listed
• The Clever Hans Effect in Anomaly Detection
  18 Jun 2020 0 repositories listed
• Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey
  16 Jun 2020 0 repositories listed
• Explainable Artificial Intelligence: a Systematic Review
  29 May 2020 0 repositories listed
• Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)
  26 May 2020 0 repositories listed
• Automated Copper Alloy Grain Size Evaluation Using a Deep-learning CNN
  20 May 2020 0 repositories listed
• Pruning coupled with learning, ensembles of minimal neural networks, and future of XAI
  13 May 2020 0 repositories listed
• Explainable Reinforcement Learning: A Survey
  13 May 2020 0 repositories listed
• Visualisation and knowledge discovery from interpretable models
  7 May 2020 0 repositories listed
• A multi-component framework for the analysis and design of explainable artificial intelligence
  5 May 2020 0 repositories listed
• Post-hoc explanation of black-box classifiers using confident itemsets
  5 May 2020 0 repositories listed
• Explainable Goal-Driven Agents and Robots -- A Comprehensive Review
  21 Apr 2020 0 repositories listed
• LAXARY: A Trustworthy Explainable Twitter Analysis Model for Post-Traumatic Stress Disorder Assessment
  16 Mar 2020 0 repositories listed