Browse State-of-the-Art › Explainable artificial intelligence › Papers, page 5
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 5 of 10: papers 401 to 500 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.
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FNDEX: Fake News and Doxxing Detection with Explainable AI29 Oct 2024 0 repositories listed
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Info-CELS: Informative Saliency Map Guided Counterfactual Explanation27 Oct 2024 0 repositories listed
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AI Readiness in Healthcare through Storytelling XAI24 Oct 2024 0 repositories listed
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Trustworthy XAI and Application22 Oct 2024 0 repositories listed
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User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study21 Oct 2024 0 repositories listed
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XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms21 Oct 2024 0 repositories listed
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Formal Explanations for Neuro-Symbolic AI18 Oct 2024 0 repositories listed
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Explainable AI Methods for Multi-Omics Analysis: A Survey15 Oct 2024 0 repositories listed
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Information Importance-Aware Defense against Adversarial Attack for Automatic Modulation Classification:An XAI-Based Approach15 Oct 2024 0 repositories listed
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CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models7 Oct 2024 0 repositories listed
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Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks3 Oct 2024 0 repositories listed
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Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare1 Oct 2024 0 repositories listed
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Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data30 Sep 2024 0 repositories listed
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Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution25 Sep 2024 0 repositories listed
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Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware25 Sep 2024 0 repositories listed
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From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing24 Sep 2024 0 repositories listed
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Statistical tuning of artificial neural network24 Sep 2024 0 repositories listed
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Explainable AI needs formal notions of explanation correctness22 Sep 2024 0 repositories listed
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Counterfactual Explanations for Clustering Models19 Sep 2024 0 repositories listed
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Additive-feature-attribution methods: a review on explainable artificial intelligence for fluid dynamics and heat transfer18 Sep 2024 0 repositories listed
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Global Lightning-Ignited Wildfires Prediction and Climate Change Projections based on Explainable Machine Learning Models16 Sep 2024 0 repositories listed
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Deep Learning for predicting rate-induced tipping11 Sep 2024 0 repositories listed
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Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges9 Sep 2024 0 repositories listed
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Interpreting Outliers in Time Series Data through Decoding Autoencoder3 Sep 2024 0 repositories listed
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Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network3 Sep 2024 0 repositories listed
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Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs31 Aug 2024 0 repositories listed
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Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction30 Aug 2024 0 repositories listed
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Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features30 Aug 2024 0 repositories listed
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Interactive dense pixel visualizations for time series and model attribution explanations27 Aug 2024 0 repositories listed
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Dataset | Mindset = Explainable AI | Interpretable AI22 Aug 2024 0 repositories listed
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OPTDTALS: Approximate Logic Synthesis via Optimal Decision Trees Approach22 Aug 2024 0 repositories listed
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Explainable Anomaly Detection: Counterfactual driven What-If Analysis21 Aug 2024 0 repositories listed
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Explainable Deep Learning Framework for Human Activity Recognition21 Aug 2024 0 repositories listed
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Adversarial Attack for Explanation Robustness of Rationalization Models20 Aug 2024 0 repositories listed
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Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals13 Aug 2024 0 repositories listed
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Measuring User Understanding in Dialogue-based XAI Systems13 Aug 2024 0 repositories listed
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Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing9 Aug 2024 0 repositories listed
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Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes8 Aug 2024 0 repositories listed
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SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals8 Aug 2024 0 repositories listed
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The Literature Review Network: An Explainable Artificial Intelligence for Systematic Literature Reviews, Meta-analyses, and Method Development5 Aug 2024 0 repositories listed
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A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life1 Aug 2024 0 repositories listed
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Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis31 Jul 2024 0 repositories listed
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Revisiting the robustness of post-hoc interpretability methods29 Jul 2024 0 repositories listed
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Introducing δ-XAI: a novel sensitivity-based method for local AI explanations25 Jul 2024 0 repositories listed
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Automated Explanation Selection for Scientific Discovery24 Jul 2024 0 repositories listed
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Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients24 Jul 2024 0 repositories listed
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A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting22 Jul 2024 0 repositories listed
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Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions21 Jul 2024 0 repositories listed
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XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models21 Jul 2024 0 repositories listed
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An Explainable Fast Deep Neural Network for Emotion Recognition20 Jul 2024 0 repositories listed
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Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment17 Jul 2024 0 repositories listed
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Are Linear Regression Models White Box and Interpretable?16 Jul 2024 0 repositories listed
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XEQ Scale for Evaluating XAI Experience Quality15 Jul 2024 0 repositories listed
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Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review12 Jul 2024 0 repositories listed
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Robustness of Explainable Artificial Intelligence in Industrial Process Modelling12 Jul 2024 0 repositories listed
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Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging9 Jul 2024 0 repositories listed
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Explainable Image Recognition via Enhanced Slot-attention Based Classifier8 Jul 2024 0 repositories listed
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From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI4 Jul 2024 0 repositories listed
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How Reliable and Stable are Explanations of XAI Methods?3 Jul 2024 0 repositories listed
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A Survey of Accessible Explainable Artificial Intelligence Research2 Jul 2024 0 repositories listed
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GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity Mapping18 Jun 2024 0 repositories listed
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MiSuRe is all you need to explain your image segmentation18 Jun 2024 0 repositories listed
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Incorporating uncertainty quantification into travel mode choice modeling: a Bayesian neural network (BNN) approach and an uncertainty-guided active survey framework16 Jun 2024 0 repositories listed
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Applications of Explainable artificial intelligence in Earth system science12 Jun 2024 0 repositories listed
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Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems12 Jun 2024 0 repositories listed
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Are Large Language Models the New Interface for Data Pipelines?6 Jun 2024 0 repositories listed
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GPU-Accelerated Rule Evaluation and Evolution3 Jun 2024 0 repositories listed
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nn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials3 Jun 2024 0 repositories listed
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Transferring Domain Knowledge with (X)AI-Based Learning Systems3 Jun 2024 0 repositories listed
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Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space31 May 2024 0 repositories listed
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Weak Robust Compatibility Between Learning Algorithms and Counterfactual Explanation Generation Algorithms31 May 2024 0 repositories listed
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Probabilities of Causation for Continuous and Vector Variables30 May 2024 0 repositories listed
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Locally Testing Model Detections for Semantic Global Concepts27 May 2024 0 repositories listed
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A Transformer variant for multi-step forecasting of water level and hydrometeorological sensitivity analysis based on explainable artificial intelligence technology22 May 2024 0 repositories listed
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Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications22 May 2024 0 repositories listed
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Explaining Expert Search and Team Formation Systems with ExES21 May 2024 0 repositories listed
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A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation20 May 2024 0 repositories listed
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EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods20 May 2024 0 repositories listed
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From SHAP Scores to Feature Importance Scores20 May 2024 0 repositories listed
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Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence20 May 2024 0 repositories listed
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Empowering Prior to Court Legal Analysis: A Transparent and Accessible Dataset for Defensive Statement Classification and Interpretation17 May 2024 0 repositories listed
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Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI16 May 2024 0 repositories listed
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Challenges and Opportunities in Text Generation Explainability14 May 2024 0 repositories listed
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Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation14 May 2024 0 repositories listed
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Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data13 May 2024 0 repositories listed
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ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis12 May 2024 0 repositories listed
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LLMs for XAI: Future Directions for Explaining Explanations9 May 2024 0 repositories listed
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Counterfactual and Semifactual Explanations in Abstract Argumentation: Formal Foundations, Complexity and Computation7 May 2024 0 repositories listed
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False Sense of Security in Explainable Artificial Intelligence (XAI)6 May 2024 0 repositories listed
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Explainable Interface for Human-Autonomy Teaming: A Survey4 May 2024 0 repositories listed
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Isopignistic Canonical Decomposition via Belief Evolution Network4 May 2024 0 repositories listed
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An Explainable and Conformal AI Model to Detect Temporomandibular Joint Involvement in Children Suffering from Juvenile Idiopathic Arthritis2 May 2024 0 repositories listed
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Explainable Multi-Label Classification of MBTI Types2 May 2024 0 repositories listed
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Towards trustable SHAP scores30 Apr 2024 0 repositories listed
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Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle29 Apr 2024 0 repositories listed
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Fiper: a Visual-based Explanation Combining Rules and Feature Importance25 Apr 2024 0 repositories listed
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T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients25 Apr 2024 0 repositories listed
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Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments23 Apr 2024 0 repositories listed
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How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law19 Apr 2024 0 repositories listed
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Towards Robust Ferrous Scrap Material Classification with Deep Learning and Conformal Prediction19 Apr 2024 0 repositories listed