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Explainable artificial intelligence

Papers archive 2025-07-28

archive papers tagged: 971 · with a code link: 305 · where Syntology ran a sample: 40 (35 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (40 of 971 tagged: 35 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 9 of 10: papers 801 to 900 of 971, 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.

• Feature Visualization within an Automated Design Assessment leveraging Explainable Artificial Intelligence Methods
  28 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
• Flood Prediction and Analysis on the Relevance of Features using Explainable Artificial Intelligence
  13 Jan 2022 0 repositories listed
• Explainable AI Integrated Feature Selection for Landslide Susceptibility Mapping using TreeSHAP
  10 Jan 2022 0 repositories listed
• Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings
  3 Jan 2022 0 repositories listed
• A Critical Review of Inductive Logic Programming Techniques for Explainable AI
  31 Dec 2021 0 repositories listed
• Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence
  29 Dec 2021 0 repositories listed
• Towards a Shapley Value Graph Framework for Medical peer-influence
  29 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
• Explainable Deep Image Classifiers for Skin Lesion Diagnosis
  22 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
• Causal versus Marginal Shapley Values for Robotic Lever Manipulation Controlled using Deep Reinforcement Learning
  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
• Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform
  31 Oct 2021 0 repositories listed
• Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification
  15 Oct 2021 0 repositories listed
• Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework
  3 Oct 2021 0 repositories listed
• Advancing Nearest Neighbor Explanation-by-Example with Critical Classification Regions
  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
• A User-Centred Framework for Explainable Artificial Intelligence in Human-Robot Interaction
  27 Sep 2021 0 repositories listed
• Multihop: Leveraging Complex Models to Learn Accurate Simple Models
  14 Sep 2021 0 repositories listed
• When Stability meets Sufficiency: Informative Explanations that do not Overwhelm
  13 Sep 2021 0 repositories listed
• Adherence and Constancy in LIME-RS Explanations for Recommendation
  2 Sep 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
• Improvement of a Prediction Model for Heart Failure Survival through Explainable Artificial Intelligence
  20 Aug 2021 0 repositories listed
• Challenges for cognitive decoding using deep learning methods
  16 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
• MAIR: Framework for mining relationships between research articles, strategies, and regulations in the field of explainable artificial intelligence
  29 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
• MEGEX: Data-Free Model Extraction Attack against Gradient-Based Explainable AI
  19 Jul 2021 0 repositories listed
• Vehicle Fuel Optimization Under Real-World Driving Conditions: An Explainable Artificial Intelligence Approach
  13 Jul 2021 0 repositories listed
• Explainable AI: current status and future directions
  12 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
• 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
• Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features
  12 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
• Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI
  26 May 2021 0 repositories listed
• Explainable Activity Recognition for Smart Home Systems
  20 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
• Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain
  5 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
• A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts
  1 May 2021 0 repositories listed
• Regularizing Explanations in Bayesian Convolutional Neural Networks
  29 Apr 2021 0 repositories listed
• Exploiting Explanations for Model Inversion Attacks
  26 Apr 2021 0 repositories listed
• 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
• Intensional Artificial Intelligence: From Symbol Emergence to Explainable and Empathetic AI
  23 Apr 2021 0 repositories listed
• Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models
  20 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
• Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models
  14 Apr 2021 0 repositories listed
• A Novel Approach for Semiconductor Etching Process with Inductive Biases
  6 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
• STARdom: an architecture for trusted and secure human-centered manufacturing systems
  2 Apr 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
• Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications
  7 Mar 2021 0 repositories listed
• Reasons, Values, Stakeholders: A Philosophical Framework for Explainable Artificial Intelligence
  1 Mar 2021 0 repositories listed
• An Explainable Artificial Intelligence Approach for Unsupervised Fault Detection and Diagnosis in Rotating Machinery
  23 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
• Principles of Explanation in Human-AI Systems
  9 Feb 2021 0 repositories listed
• Achieving Explainability for Plant Disease Classification with Disentangled Variational Autoencoders
  5 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
• Diagnosis of Acute Poisoning Using Explainable Artificial Intelligence
  1 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
• Explainable Artificial Intelligence Approaches: A Survey
  23 Jan 2021 0 repositories listed
• Explainability of deep vision-based autonomous driving systems: Review and challenges
  13 Jan 2021 0 repositories listed
• Explainable Artificial Intelligence (XAI): An Engineering Perspective
  10 Jan 2021 0 repositories listed
• Deep Unsupervised Identification of Selected SNPs between Adapted Populations on Pool-seq Data
  28 Dec 2020 0 repositories listed
• Shapley values for cluster importance: How clusters of the training data affect a prediction
  7 Dec 2020 0 repositories listed
• Interpretability and Explainability: A Machine Learning Zoo Mini-tour
  3 Dec 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
• 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
• Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development
  6 Nov 2020 0 repositories listed