Browse State-of-the-Art › Explainable Artificial Intelligence (XAI) › Papers, page 5
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 5 of 11: papers 401 to 500 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.
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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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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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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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MiSuRe is all you need to explain your image segmentation18 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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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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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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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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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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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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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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On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance System26 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
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Concept Induction using LLMs: a user experiment for assessment18 Apr 2024 0 repositories listed
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Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI17 Apr 2024 0 repositories listed
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Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression15 Apr 2024 0 repositories listed
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Beyond One-Size-Fits-All: Adapting Counterfactual Explanations to User Objectives12 Apr 2024 0 repositories listed
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Unraveling the Dilemma of AI Errors: Exploring the Effectiveness of Human and Machine Explanations for Large Language Models11 Apr 2024 0 repositories listed
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Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis9 Apr 2024 0 repositories listed
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Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI5 Apr 2024 0 repositories listed
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X-SHIELD: Regularization for eXplainable Artificial Intelligence3 Apr 2024 0 repositories listed
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Explainable AI Integrated Feature Engineering for Wildfire Prediction1 Apr 2024 0 repositories listed
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Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies28 Mar 2024 0 repositories listed
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Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays28 Mar 2024 0 repositories listed
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Enhancing UAV Security Through Zero Trust Architecture: An Advanced Deep Learning and Explainable AI Analysis25 Mar 2024 0 repositories listed
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Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors25 Mar 2024 0 repositories listed
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The Anatomy of Adversarial Attacks: Concept-based XAI Dissection25 Mar 2024 0 repositories listed
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The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI23 Mar 2024 0 repositories listed
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A survey on Concept-based Approaches For Model Improvement21 Mar 2024 0 repositories listed
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How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey21 Mar 2024 0 repositories listed
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Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making19 Mar 2024 0 repositories listed
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Explainability through uncertainty: Trustworthy decision-making with neural networks15 Mar 2024 0 repositories listed
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Towards a general framework for improving the performance of classifiers using XAI methods15 Mar 2024 0 repositories listed
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Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems14 Mar 2024 0 repositories listed
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XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization14 Mar 2024 0 repositories listed
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Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning11 Mar 2024 0 repositories listed
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An Explainable AI Framework for Artificial Intelligence of Medical Things7 Mar 2024 0 repositories listed
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Explainable AI for Embedded Systems Design: A Case Study of Static Redundant NVM Memory Write Prediction7 Mar 2024 0 repositories listed
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Position: Explain to Question not to Justify21 Feb 2024 0 repositories listed
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Implementing local-explainability in Gradient Boosting Trees: Feature Contribution14 Feb 2024 0 repositories listed
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Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction7 Feb 2024 0 repositories listed
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Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating5 Feb 2024 0 repositories listed
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Research on Older Adults' Interaction with E-Health Interface Based on Explainable Artificial Intelligence1 Feb 2024 0 repositories listed
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Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models31 Jan 2024 0 repositories listed
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Bridging Human Concepts and Computer Vision for Explainable Face Verification30 Jan 2024 0 repositories listed
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Emergent Explainability: Adding a causal chain to neural network inference29 Jan 2024 0 repositories listed
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Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence29 Jan 2024 0 repositories listed
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XAI for All: Can Large Language Models Simplify Explainable AI?23 Jan 2024 0 repositories listed
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Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems18 Jan 2024 0 repositories listed
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Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective9 Jan 2024 0 repositories listed
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Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis7 Jan 2024 0 repositories listed
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Manifold-based Shapley for SAR Recognization Network Explanation6 Jan 2024 0 repositories listed
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Explainable Multimodal Sentiment Analysis on Bengali Memes20 Dec 2023 0 repositories listed
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CAManim: Animating end-to-end network activation maps19 Dec 2023 0 repositories listed
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Explainable AI in Grassland Monitoring: Enhancing Model Performance and Domain Adaptability13 Dec 2023 0 repositories listed
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Anytime Approximate Formal Feature Attribution12 Dec 2023 0 repositories listed
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Clash of the Explainers: Argumentation for Context-Appropriate Explanations12 Dec 2023 0 repositories listed
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Explain To Decide: A Human-Centric Review on the Role of Explainable Artificial Intelligence in AI-assisted Decision Making11 Dec 2023 0 repositories listed
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How much informative is your XAI? A decision-making assessment task to objectively measure the goodness of explanations7 Dec 2023 0 repositories listed
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Precision of Individual Shapley Value Explanations6 Dec 2023 0 repositories listed
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Explainable AI in Diagnosing and Anticipating Leukemia Using Transfer Learning Method1 Dec 2023 0 repositories listed
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Elucidating Discrepancy in Explanations of Predictive Models Developed using EMR28 Nov 2023 0 repositories listed
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Forms of Understanding of XAI-Explanations15 Nov 2023 0 repositories listed
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A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods13 Nov 2023 0 repositories listed
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The Disagreement Problem in Faithfulness Metrics13 Nov 2023 0 repositories listed
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Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning1 Nov 2023 0 repositories listed
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Transferability and explainability of deep learning emulators for regional climate model projections: Perspectives for future applications1 Nov 2023 0 repositories listed
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Medical Image Denosing via Explainable AI Feature Preserving Loss31 Oct 2023 0 repositories listed
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Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions30 Oct 2023 0 repositories listed
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Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification22 Oct 2023 0 repositories listed