Browse State-of-the-Art › Explainable artificial intelligence › Papers, page 6
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 6 of 10: papers 501 to 600 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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Concept Induction using LLMs: a user experiment for assessment18 Apr 2024 0 repositories listed
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Explainable Artificial Intelligence Techniques for Accurate Fault Detection and Diagnosis: A Review17 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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CNN-based explanation ensembling for dataset, representation and explanations evaluation16 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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Comprehensible Artificial Intelligence on Knowledge Graphs: A survey4 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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Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators30 Mar 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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What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks19 Mar 2024 0 repositories listed
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Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving18 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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A Survey of Explainable Knowledge Tracing12 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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AcME-AD: Accelerated Model Explanations for Anomaly Detection2 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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Self-Supervised Interpretable End-to-End Learning via Latent Functional Modularity21 Feb 2024 0 repositories listed
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MultiFIX: An XAI-friendly feature inducing approach to building models from multimodal data19 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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Automated detection of motion artifacts in brain MR images using deep learning and explainable artificial intelligence13 Feb 2024 0 repositories listed
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You can monitor your hydration level using your smartphone camera12 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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XAI-CF -- Examining the Role of Explainable Artificial Intelligence in Cyber Forensics4 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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Automated facial recognition system using deep learning for pain assessment in adults with cerebral palsy22 Jan 2024 0 repositories listed
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Assessing the Efficacy of Deep Learning Approaches for Facial Expression Recognition in Individuals with Intellectual Disabilities22 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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XXAI: Towards eXplicitly eXplainable Artificial Intelligence5 Jan 2024 0 repositories listed
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Concept-based Explainable Artificial Intelligence: A Survey20 Dec 2023 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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Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications27 Nov 2023 0 repositories listed
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Machine Learning For An Explainable Cost Prediction of Medical Insurance23 Nov 2023 0 repositories listed
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Peeking Inside the Schufa Blackbox: Explaining the German Housing Scoring System20 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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Explainable artificial intelligence for Healthcare applications using Random Forest Classifier with LIME and SHAP9 Nov 2023 0 repositories listed
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Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities8 Nov 2023 0 repositories listed
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Explainable artificial intelligence model for identifying Market Value in Professional Soccer Players8 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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Notion of Explainable Artificial Intelligence -- An Empirical Investigation from A Users Perspective1 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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Popularity, face and voice: Predicting and interpreting livestreamers' retail performance using machine learning techniques29 Oct 2023 0 repositories listed
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Mobile Traffic Prediction at the Edge Through Distributed and Deep Transfer Learning22 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
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XAI Benchmark for Visual Explanation12 Oct 2023 0 repositories listed
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The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research11 Oct 2023 0 repositories listed
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aSAGA: Automatic Sleep Analysis with Gray Areas3 Oct 2023 0 repositories listed
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Refutation of Shapley Values for XAI -- Additional Evidence30 Sep 2023 0 repositories listed
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Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence25 Sep 2023 0 repositories listed
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Explainable Artificial Intelligence for Drug Discovery and Development -- A Comprehensive Survey21 Sep 2023 0 repositories listed
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From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring20 Sep 2023 0 repositories listed
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Correlation between morphological evolution of splashing drop and exerted impact force revealed by interpretation of explainable artificial intelligence19 Sep 2023 0 repositories listed
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Evaluation of Human-Understandability of Global Model Explanations using Decision Tree18 Sep 2023 0 repositories listed
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The role of causality in explainable artificial intelligence18 Sep 2023 0 repositories listed
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On the Injunction of XAIxArt12 Sep 2023 0 repositories listed
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Beyond XAI:Obstacles Towards Responsible AI7 Sep 2023 0 repositories listed
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A Context-Sensitive Approach to XAI in Music Performance5 Sep 2023 0 repositories listed
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Natural Example-Based Explainability: a Survey5 Sep 2023 0 repositories listed
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Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care1 Sep 2023 0 repositories listed
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Leveraging Learning Metrics for Improved Federated Learning1 Sep 2023 0 repositories listed