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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 7 of 10: papers 601 to 700 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.

• Prediction of Diblock Copolymer Morphology via Machine Learning
  31 Aug 2023 0 repositories listed
• ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques
  29 Aug 2023 0 repositories listed
• CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures
  23 Aug 2023 0 repositories listed
• Evaluating quantum generative models via imbalanced data classification benchmarks
  21 Aug 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
• DCNFIS: Deep Convolutional Neuro-Fuzzy Inference System
  11 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
• 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
• Do humans and Convolutional Neural Networks attend to similar areas during scene classification: Effects of task and image type
  25 Jul 2023 0 repositories listed
• QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum-Classical Neural Network
  24 Jul 2023 0 repositories listed
• Identifying contributors to supply chain outcomes in a multi-echelon setting: a decentralised approach
  22 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
• Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model
  15 Jul 2023 0 repositories listed
• Visual Explanations with Attributions and Counterfactuals on Time Series Classification
  14 Jul 2023 0 repositories listed
• Explainable Artificial Intelligence driven mask design for self-supervised seismic denoising
  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
• A Novel Explainable Artificial Intelligence Model in Image Classification problem
  9 Jul 2023 0 repositories listed
• Human in the AI loop via xAI and Active Learning for Visual Inspection
  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
• 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
• Designing Explainable Predictive Machine Learning Artifacts: Methodology and Practical Demonstration
  20 Jun 2023 0 repositories listed
• Towards Interpretability in Audio and Visual Affective Machine Learning: A Review
  15 Jun 2023 0 repositories listed
• Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions
  9 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
• IsoEx: an explainable unsupervised approach to process event logs cyber investigation
  7 Jun 2023 0 repositories listed
• Designing explainable artificial intelligence with active inference: A framework for transparent introspection and decision-making
  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
• (Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Comprehensibility
  4 Jun 2023 0 repositories listed
• Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables
  2 Jun 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
• Counterfactual Formulation of Patient-Specific Root Causes of Disease
  27 May 2023 0 repositories listed
• A Survey of Explainable AI and Proposal for a Discipline of Explanation Engineering
  20 May 2023 0 repositories listed
• Unveiling the Potential of Counterfactuals Explanations in Employability
  17 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
• Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises
  8 May 2023 0 repositories listed
• Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models
  5 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
• Disagreement amongst counterfactual explanations: How transparency can be deceptive
  25 Apr 2023 0 repositories listed
• SketchXAI: A First Look at Explainability for Human Sketches
  23 Apr 2023 0 repositories listed
• Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study
  18 Apr 2023 0 repositories listed
• Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task
  11 Apr 2023 0 repositories listed
• A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?
  10 Apr 2023 0 repositories listed
• A Brief Review of Explainable Artificial Intelligence in Healthcare
  4 Apr 2023 0 repositories listed
• Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence
  30 Mar 2023 0 repositories listed
• Why is plausibility surprisingly problematic as an XAI criterion?
  30 Mar 2023 0 repositories listed
• A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics
  29 Mar 2023 0 repositories listed
• Distrust in (X)AI -- Measurement Artifact or Distinct Construct?
  29 Mar 2023 0 repositories listed
• Explainable Artificial Intelligence Architecture for Melanoma Diagnosis Using Indicator Localization and Self-Supervised Learning
  26 Mar 2023 0 repositories listed
• Rough Randomness and its Application
  21 Mar 2023 0 repositories listed
• Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma
  17 Mar 2023 0 repositories listed
• Contextual Trust
  15 Mar 2023 0 repositories listed
• Explainable AI for Time Series via Virtual Inspection Layers
  11 Mar 2023 0 repositories listed
• Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment
  9 Mar 2023 0 repositories listed
• A Survey on Explainable Artificial Intelligence for Cybersecurity
  7 Mar 2023 0 repositories listed
• Helpful, Misleading or Confusing: How Humans Perceive Fundamental Building Blocks of Artificial Intelligence Explanations
  2 Mar 2023 0 repositories listed
• iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
  2 Mar 2023 0 repositories listed
• Explainable Artificial Intelligence and Cybersecurity: A Systematic Literature Review
  27 Feb 2023 0 repositories listed
• Explainable AI is Dead, Long Live Explainable AI! Hypothesis-driven decision support
  24 Feb 2023 0 repositories listed
• Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations
  21 Feb 2023 0 repositories listed
• Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality
  16 Feb 2023 0 repositories listed
• Explainable artificial intelligence toward usable and trustworthy computer-aided early diagnosis of multiple sclerosis from Optical Coherence Tomography
  13 Feb 2023 0 repositories listed
• Explainable Label-flipping Attacks on Human Emotion Assessment System
  8 Feb 2023 0 repositories listed
• Efficient XAI Techniques: A Taxonomic Survey
  7 Feb 2023 0 repositories listed
• Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication
  7 Feb 2023 0 repositories listed
• Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal
  7 Feb 2023 0 repositories listed
• LiteVR: Interpretable and Lightweight Cybersickness Detection using Explainable AI
  5 Feb 2023 0 repositories listed
• AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models
  4 Feb 2023 0 repositories listed
• Example-Based Explainable AI and its Application for Remote Sensing Image Classification
  3 Feb 2023 0 repositories listed
• VR-LENS: Super Learning-based Cybersickness Detection and Explainable AI-Guided Deployment in Virtual Reality
  3 Feb 2023 0 repositories listed
• Approximating the Shapley Value without Marginal Contributions
  1 Feb 2023 0 repositories listed
• ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text
  30 Jan 2023 0 repositories listed
• Towards the Linear Algebra Based Taxonomy of XAI Explanations
  30 Jan 2023 0 repositories listed
• Explainable AI does not provide the explanations end-users are asking for
  25 Jan 2023 0 repositories listed
• An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model
  19 Jan 2023 0 repositories listed
• MAFUS: a Framework to predict mortality risk in MAFLD subjects
  17 Jan 2023 0 repositories listed