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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 8 of 11: papers 701 to 800 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.

• A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence
  22 Oct 2022 0 repositories listed
• The privacy issue of counterfactual explanations: explanation linkage attacks
  21 Oct 2022 0 repositories listed
• Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge
  19 Oct 2022 0 repositories listed
• TEFL: Turbo Explainable Federated Learning for 6G Trustworthy Zero-Touch Network Slicing
  18 Oct 2022 0 repositories listed
• Machine Learning in Transaction Monitoring: The Prospect of xAI
  14 Oct 2022 0 repositories listed
• Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network
  13 Oct 2022 0 repositories listed
• Toward the application of XAI methods in EEG-based systems
  12 Oct 2022 0 repositories listed
• Local Interpretable Model Agnostic Shap Explanations for machine learning models
  10 Oct 2022 0 repositories listed
• Do We Need Explainable AI in Companies? Investigation of Challenges, Expectations, and Chances from Employees' Perspective
  7 Oct 2022 0 repositories listed
• Utilizing Explainable AI for improving the Performance of Neural Networks
  7 Oct 2022 0 repositories listed
• What Do End-Users Really Want? Investigation of Human-Centered XAI for Mobile Health Apps
  7 Oct 2022 0 repositories listed
• Fault Diagnosis using eXplainable AI: a Transfer Learning-based Approach for Rotating Machinery exploiting Augmented Synthetic Data
  6 Oct 2022 0 repositories listed
• The Influence of Explainable Artificial Intelligence: Nudging Behaviour or Boosting Capability?
  5 Oct 2022 0 repositories listed
• "Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction
  2 Oct 2022 0 repositories listed
• OAK4XAI: Model towards Out-Of-Box eXplainable Artificial Intelligence for Digital Agriculture
  29 Sep 2022 0 repositories listed
• Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge
  27 Sep 2022 0 repositories listed
• Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data
  21 Sep 2022 0 repositories listed
• Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms
  20 Sep 2022 0 repositories listed
• Analyzing Machine Learning Models for Credit Scoring with Explainable AI and Optimizing Investment Decisions
  19 Sep 2022 0 repositories listed
• RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations
  19 Sep 2022 0 repositories listed
• Explainable AI for clinical and remote health applications: a survey on tabular and time series data
  14 Sep 2022 0 repositories listed
• Explainable Artificial Intelligence to Detect Image Spam Using Convolutional Neural Network
  7 Sep 2022 0 repositories listed
• Responsibility: An Example-based Explainable AI approach via Training Process Inspection
  7 Sep 2022 0 repositories listed
• Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers
  7 Sep 2022 0 repositories listed
• Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams
  5 Sep 2022 0 repositories listed
• INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations
  2 Sep 2022 0 repositories listed
• Identifying Dominant Industrial Sectors in Market States of the S&P 500 Financial Data
  30 Aug 2022 0 repositories listed
• Augmented cross-selling through explainable AI -- a case from energy retailing
  24 Aug 2022 0 repositories listed
• Explainable AI for tailored electricity consumption feedback -- an experimental evaluation of visualizations
  24 Aug 2022 0 repositories listed
• Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience
  19 Aug 2022 0 repositories listed
• Causality-Inspired Taxonomy for Explainable Artificial Intelligence
  19 Aug 2022 0 repositories listed
• Explainable Reinforcement Learning on Financial Stock Trading using SHAP
  18 Aug 2022 0 repositories listed
• Transcending XAI Algorithm Boundaries through End-User-Inspired Design
  18 Aug 2022 0 repositories listed
• A Means-End Account of Explainable Artificial Intelligence
  9 Aug 2022 0 repositories listed
• Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning
  2 Aug 2022 0 repositories listed
• From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence
  26 Jul 2022 0 repositories listed
• A general-purpose method for applying Explainable AI for Anomaly Detection
  23 Jul 2022 0 repositories listed
• XAI based Performance Preserving Adaptive Image Compression for Efficient Satellite Communication
  22 Jul 2022 0 repositories listed
• Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems
  19 Jul 2022 0 repositories listed
• Creating an Explainable Intrusion Detection System Using Self Organizing Maps
  15 Jul 2022 0 repositories listed
• Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities
  13 Jul 2022 0 repositories listed
• From Correlation to Causation: Formalizing Interpretable Machine Learning as a Statistical Process
  11 Jul 2022 0 repositories listed
• On Computing Relevant Features for Explaining NBCs
  11 Jul 2022 0 repositories listed
• Explainable AI (XAI) in Biomedical Signal and Image Processing: Promises and Challenges
  9 Jul 2022 0 repositories listed
• Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users
  6 Jul 2022 0 repositories listed
• Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications
  5 Jul 2022 0 repositories listed
• On Computing Probabilistic Explanations for Decision Trees
  30 Jun 2022 0 repositories listed
• Explaining Any ML Model? -- On Goals and Capabilities of XAI
  28 Jun 2022 0 repositories listed
• "Explanation" is Not a Technical Term: The Problem of Ambiguity in XAI
  27 Jun 2022 0 repositories listed
• Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI
  22 Jun 2022 0 repositories listed
• Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models
  22 Jun 2022 0 repositories listed
• Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches
  18 Jun 2022 0 repositories listed
• Attributions Beyond Neural Networks: The Linear Program Case
  14 Jun 2022 0 repositories listed
• Combining Counterfactuals With Shapley Values To Explain Image Models
  14 Jun 2022 0 repositories listed
• Explainable AI for High Energy Physics
  14 Jun 2022 0 repositories listed
• Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models
  8 Jun 2022 0 repositories listed
• Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey
  7 Jun 2022 0 repositories listed
• Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements
  3 Jun 2022 0 repositories listed
• XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions
  3 Jun 2022 0 repositories listed
• Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows
  27 May 2022 0 repositories listed
• What Type of Explanation Do Rejected Job Applicants Want? Implications for Explainable AI
  18 May 2022 0 repositories listed
• A Psychological Theory of Explainability
  17 May 2022 0 repositories listed
• Grounding Explainability Within the Context of Global South in XAI
  13 May 2022 0 repositories listed
• Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections
  11 May 2022 0 repositories listed
• The Conflict Between Explainable and Accountable Decision-Making Algorithms
  11 May 2022 0 repositories listed
• A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
  10 May 2022 0 repositories listed
• Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI
  4 May 2022 0 repositories listed
• On the Effect of Information Asymmetry in Human-AI Teams
  3 May 2022 0 repositories listed
• Scientific Explanation and Natural Language: A Unified Epistemological-Linguistic Perspective for Explainable AI
  3 May 2022 0 repositories listed
• TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security
  2 May 2022 0 repositories listed
• Explainable AI via Learning to Optimize
  29 Apr 2022 0 repositories listed
• An Explainable Regression Framework for Predicting Remaining Useful Life of Machines
  28 Apr 2022 0 repositories listed
• A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions
  27 Apr 2022 0 repositories listed
• Process Knowledge-infused Learning for Suicidality Assessment on Social Media
  26 Apr 2022 0 repositories listed
• Integrating Prior Knowledge in Post-hoc Explanations
  25 Apr 2022 0 repositories listed
• Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
  22 Apr 2022 0 repositories listed
• Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI
  21 Apr 2022 0 repositories listed
• On the Influence of Explainable AI on Automation Bias
  19 Apr 2022 0 repositories listed
• Semantic interpretation for convolutional neural networks: What makes a cat a cat?
  16 Apr 2022 0 repositories listed
• Explainable Analysis of Deep Learning Methods for SAR Image Classification
  14 Apr 2022 0 repositories listed
• Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes
  7 Apr 2022 0 repositories listed
• A Data-Driven Framework for Identifying Investment Opportunities in Private Equity
  4 Apr 2022 0 repositories listed
• Modern Views of Machine Learning for Precision Psychiatry
  4 Apr 2022 0 repositories listed
• A Meta Survey of Quality Evaluation Criteria in Explanation Methods
  25 Mar 2022 0 repositories listed
• Concept Embedding Analysis: A Review
  25 Mar 2022 0 repositories listed
• Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models
  24 Mar 2022 0 repositories listed
• On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study
  23 Mar 2022 0 repositories listed
• Trust and Reliance in XAI - Distinguishing Between Attitudinal and Behavioral Measures
  23 Mar 2022 0 repositories listed
• Optimizing Binary Decision Diagrams with MaxSAT for classification
  21 Mar 2022 0 repositories listed
• An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival
  17 Mar 2022 0 repositories listed
• Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement
  15 Mar 2022 0 repositories listed
• Sparse Subspace Clustering for Concept Discovery (SSCCD)
  11 Mar 2022 0 repositories listed
• Explainability for identification of vulnerable groups in machine learning models
  1 Mar 2022 0 repositories listed
• Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations
  24 Feb 2022 0 repositories listed
• Deep Learning Reproducibility and Explainable AI (XAI)
  23 Feb 2022 0 repositories listed
• Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four
  23 Feb 2022 0 repositories listed
• The Response Shift Paradigm to Quantify Human Trust in AI Recommendations
  16 Feb 2022 0 repositories listed
• HaT5: Hate Language Identification using Text-to-Text Transfer Transformer
  11 Feb 2022 0 repositories listed
• Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs
  10 Feb 2022 0 repositories listed
• Investigating Explainability of Generative AI for Code through Scenario-based Design
  10 Feb 2022 0 repositories listed