Browse State-of-the-Art › Explainable Artificial Intelligence (XAI) › Papers, page 6

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 6 of 11: papers 501 to 600 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.

• XAI Benchmark for Visual Explanation
  12 Oct 2023 0 repositories listed
• The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research
  11 Oct 2023 0 repositories listed
• Refutation of Shapley Values for XAI -- Additional Evidence
  30 Sep 2023 0 repositories listed
• Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence
  25 Sep 2023 0 repositories listed
• Explainable Artificial Intelligence for Drug Discovery and Development -- A Comprehensive Survey
  21 Sep 2023 0 repositories listed
• From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring
  20 Sep 2023 0 repositories listed
• Correlation between morphological evolution of splashing drop and exerted impact force revealed by interpretation of explainable artificial intelligence
  19 Sep 2023 0 repositories listed
• Evaluation of Human-Understandability of Global Model Explanations using Decision Tree
  18 Sep 2023 0 repositories listed
• The role of causality in explainable artificial intelligence
  18 Sep 2023 0 repositories listed
• Beyond XAI:Obstacles Towards Responsible AI
  7 Sep 2023 0 repositories listed
• A Context-Sensitive Approach to XAI in Music Performance
  5 Sep 2023 0 repositories listed
• Natural Example-Based Explainability: a Survey
  5 Sep 2023 0 repositories listed
• Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care
  1 Sep 2023 0 repositories listed
• Leveraging Learning Metrics for Improved Federated Learning
  1 Sep 2023 0 repositories listed
• Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review
  18 Aug 2023 0 repositories listed
• Explainable AI for tool wear prediction in turning
  17 Aug 2023 0 repositories listed
• BSED: Baseline Shapley-Based Explainable Detector
  14 Aug 2023 0 repositories listed
• Predicting and explaining nonlinear material response using deep Physically Guided Neural Networks with Internal Variables
  7 Aug 2023 0 repositories listed
• Formally Explaining Neural Networks within Reactive Systems
  31 Jul 2023 0 repositories listed
• Using Kernel SHAP XAI Method to optimize the Network Anomaly Detection Model
  31 Jul 2023 0 repositories listed
• Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features
  29 Jul 2023 0 repositories listed
• A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)
  26 Jul 2023 0 repositories listed
• Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI)
  26 Jul 2023 0 repositories listed
• ForestMonkey: Toolkit for Reasoning with AI-based Defect Detection and Classification Models
  25 Jul 2023 0 repositories listed
• The Impact of Imperfect XAI on Human-AI Decision-Making
  25 Jul 2023 0 repositories listed
• Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case
  24 Jul 2023 0 repositories listed
• eXplainable Artificial Intelligence (XAI) in aging clock models
  21 Jul 2023 0 repositories listed
• TbExplain: A Text-based Explanation Method for Scene Classification Models with the Statistical Prediction Correction
  19 Jul 2023 0 repositories listed
• Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing
  18 Jul 2023 0 repositories listed
• What's meant by explainable model: A Scoping Review
  18 Jul 2023 0 repositories listed
• Towards eXplainable AI for Mobility Data Science
  17 Jul 2023 0 repositories listed
• Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model
  15 Jul 2023 0 repositories listed
• Looking deeper into interpretable deep learning in neuroimaging: a comprehensive survey
  14 Jul 2023 0 repositories listed
• Visual Explanations with Attributions and Counterfactuals on Time Series Classification
  14 Jul 2023 0 repositories listed
• Is Task-Agnostic Explainable AI a Myth?
  13 Jul 2023 0 repositories listed
• On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
  13 Jul 2023 0 repositories listed
• Impact of Feature Encoding on Malware Classification Explainability
  10 Jul 2023 0 repositories listed
• Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication
  5 Jul 2023 0 repositories listed
• Fixing confirmation bias in feature attribution methods via semantic match
  3 Jul 2023 0 repositories listed
• Human in the AI loop via xAI and Active Learning for Visual Inspection
  3 Jul 2023 0 repositories listed
• Towards Explainable AI for Channel Estimation in Wireless Communications
  3 Jul 2023 0 repositories listed
• The future of human-centric eXplainable Artificial Intelligence (XAI) is not post-hoc explanations
  1 Jul 2023 0 repositories listed
• Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods
  27 Jun 2023 0 repositories listed
• Explainability is NOT a Game
  27 Jun 2023 0 repositories listed
• xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network
  27 Jun 2023 0 repositories listed
• Are Good Explainers Secretly Human-in-the-Loop Active Learners?
  24 Jun 2023 0 repositories listed
• Manipulation Risks in Explainable AI: The Implications of the Disagreement Problem
  24 Jun 2023 0 repositories listed
• Evolutionary approaches to explainable machine learning
  23 Jun 2023 0 repositories listed
• Benchmark data to study the influence of pre-training on explanation performance in MR image classification
  21 Jun 2023 0 repositories listed
• Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?
  21 Jun 2023 0 repositories listed
• Detection of Sensor-To-Sensor Variations using Explainable AI
  19 Jun 2023 0 repositories listed
• Process Knowledge-infused Learning for Clinician-friendly Explanations
  16 Jun 2023 0 repositories listed
• Towards Interpretability in Audio and Visual Affective Machine Learning: A Review
  15 Jun 2023 0 repositories listed
• Explaining Explainability: Towards Deeper Actionable Insights into Deep Learning through Second-order Explainability
  14 Jun 2023 0 repositories listed
• Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation
  12 Jun 2023 0 repositories listed
• Strategies to exploit XAI to improve classification systems
  9 Jun 2023 0 repositories listed
• Explainable Predictive Maintenance
  8 Jun 2023 0 repositories listed
• Dear XAI Community, We Need to Talk! Fundamental Misconceptions in Current XAI Research
  7 Jun 2023 0 repositories listed
• IsoEx: an explainable unsupervised approach to process event logs cyber investigation
  7 Jun 2023 0 repositories listed
• Explainable AI using expressive Boolean formulas
  6 Jun 2023 0 repositories listed
• Scalable Concept Extraction in Industry 4.0
  6 Jun 2023 0 repositories listed
• From Robustness to Explainability and Back Again
  5 Jun 2023 0 repositories listed
• Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables
  2 Jun 2023 0 repositories listed
• XAI Renaissance: Redefining Interpretability in Medical Diagnostic Models
  2 Jun 2023 0 repositories listed
• Rethinking Model Evaluation as Narrowing the Socio-Technical Gap
  1 Jun 2023 0 repositories listed
• Explainable AI for Malnutrition Risk Prediction from m-Health and Clinical Data
  31 May 2023 0 repositories listed
• Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition
  29 May 2023 0 repositories listed
• Employing Explainable Artificial Intelligence (XAI) Methodologies to Analyze the Correlation between Input Variables and Tensile Strength in Additively Manufactured Samples
  28 May 2023 0 repositories listed
• A Novel real-time arrhythmia detection model using YOLOv8
  26 May 2023 0 repositories listed
• Balancing Explainability-Accuracy of Complex Models
  23 May 2023 0 repositories listed
• A Survey of Explainable AI and Proposal for a Discipline of Explanation Engineering
  20 May 2023 0 repositories listed
• Echoes of Biases: How Stigmatizing Language Affects AI Performance
  17 May 2023 0 repositories listed
• Unveiling the Potential of Counterfactuals Explanations in Employability
  17 May 2023 0 repositories listed
• XAI for Self-supervised Clustering of Wireless Spectrum Activity
  17 May 2023 0 repositories listed
• AURA : Automatic Mask Generator using Randomized Input Sampling for Object Removal
  13 May 2023 0 repositories listed
• Disproving XAI Myths with Formal Methods -- Initial Results
  13 May 2023 0 repositories listed
• eXplainable Artificial Intelligence on Medical Images: A Survey
  12 May 2023 0 repositories listed
• Achieving Diversity in Counterfactual Explanations: a Review and Discussion
  10 May 2023 0 repositories listed
• Explainable Knowledge Distillation for On-device Chest X-Ray Classification
  10 May 2023 0 repositories listed
• Why Don't You Do Something About It? Outlining Connections between AI Explanations and User Actions
  10 May 2023 0 repositories listed
• Unjustified Sample Sizes and Generalizations in Explainable AI Research: Principles for More Inclusive User Studies
  8 May 2023 0 repositories listed
• Explaining the ghosts: Feminist intersectional XAI and cartography as methods to account for invisible labour
  5 May 2023 0 repositories listed
• Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models
  5 May 2023 0 repositories listed
• Towards Feminist Intersectional XAI: From Explainability to Response-Ability
  5 May 2023 0 repositories listed
• Additive Class Distinction Maps using Branched-GANs
  4 May 2023 0 repositories listed
• Hardware Acceleration of Explainable Artificial Intelligence
  4 May 2023 0 repositories listed
• Biomarker Investigation using Multiple Brain Measures from MRI through XAI in Alzheimer's Disease Classification
  3 May 2023 0 repositories listed
• A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
  3 May 2023 0 repositories listed
• Metric Tools for Sensitivity Analysis with Applications to Neural Networks
  3 May 2023 0 repositories listed
• Widespread Increases in Future Wildfire Risk to Global Forest Carbon Offset Projects Revealed by Explainable AI
  3 May 2023 0 repositories listed
• Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces
  30 Apr 2023 0 repositories listed
• The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples
  30 Apr 2023 0 repositories listed
• Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability
  28 Apr 2023 0 repositories listed
• Categorical Foundations of Explainable AI: A Unifying Theory
  27 Apr 2023 0 repositories listed
• XAI-based Comparison of Input Representations for Audio Event Classification
  27 Apr 2023 0 repositories listed
• Disagreement amongst counterfactual explanations: How transparency can be deceptive
  25 Apr 2023 0 repositories listed
• Explainable AI Insights for Symbolic Computation: A case study on selecting the variable ordering for cylindrical algebraic decomposition
  24 Apr 2023 0 repositories listed
• Generating robust counterfactual explanations
  24 Apr 2023 0 repositories listed
• Towards a Praxis for Intercultural Ethics in Explainable AI
  24 Apr 2023 0 repositories listed
• SketchXAI: A First Look at Explainability for Human Sketches
  23 Apr 2023 0 repositories listed