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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 4 of 10: papers 301 to 400 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.

• bLIMEy: Surrogate Prediction Explanations Beyond LIME
  29 Oct 2019 1 repository listed
• Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
  22 Oct 2019 1 repository listed
• Towards Best Practice in Explaining Neural Network Decisions with LRP
  22 Oct 2019 1 repository listed
• Meaningful Data Sampling for a Faithful Local Explanation Method
  18 Oct 2019 1 repository listed
• Visual Interpretability for Deep Learning: a Survey
  2 Feb 2018 1 repository listed
• Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey
  9 Jul 2025 0 repositories listed
• From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification
  8 Jul 2025 0 repositories listed
• IXAII: An Interactive Explainable Artificial Intelligence Interface for Decision Support Systems
  26 Jun 2025 0 repositories listed
• Towards Transparent AI: A Survey on Explainable Large Language Models
  26 Jun 2025 0 repositories listed
• Towards Interpretable and Efficient Feature Selection in Trajectory Datasets: A Taxonomic Approach
  25 Jun 2025 0 repositories listed
• Toward the Explainability of Protein Language Models for Sequence Design
  24 Jun 2025 0 repositories listed
• When concept-based XAI is imprecise: Do people distinguish between generalisations and misrepresentations?
  22 Jun 2025 0 repositories listed
• A Systematic Review of User-Centred Evaluation of Explainable AI in Healthcare
  16 Jun 2025 0 repositories listed
• Unsupervised risk factor identification across cancer types and data modalities via explainable artificial intelligence
  15 Jun 2025 0 repositories listed
• A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method
  13 Jun 2025 0 repositories listed
• Transfer Learning and Explainable AI for Brain Tumor Classification: A Study Using MRI Data from Bangladesh
  8 Jun 2025 0 repositories listed
• Applying XAI based unsupervised knowledge discovering for Operation modes in a WWTP. A real case: AQUAVALL WWTP
  6 Jun 2025 0 repositories listed
• Recent Advances in Medical Image Classification
  4 Jun 2025 0 repositories listed
• A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks
  4 Jun 2025 0 repositories listed
• Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100
  1 Jun 2025 0 repositories listed
• DiCoFlex: Model-agnostic diverse counterfactuals with flexible control
  29 May 2025 0 repositories listed
• Explanation User Interfaces: A Systematic Literature Review
  26 May 2025 0 repositories listed
• From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI
  19 May 2025 0 repositories listed
• Most General Explanations of Tree Ensembles (Extended Version)
  16 May 2025 0 repositories listed
• WebXAII: an open-source web framework to study human-XAI interaction
  16 May 2025 0 repositories listed
• Financial Fraud Detection Using Explainable AI and Stacking Ensemble Methods
  15 May 2025 0 repositories listed
• Tuning for Trustworthiness -- Balancing Performance and Explanation Consistency in Neural Network Optimization
  12 May 2025 0 repositories listed
• Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
  11 May 2025 0 repositories listed
• Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey
  11 May 2025 0 repositories listed
• Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review
  5 May 2025 0 repositories listed
• Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
  2 May 2025 0 repositories listed
• Machine Learning Meets Transparency in Osteoporosis Risk Assessment: A Comparative Study of ML and Explainability Analysis
  1 May 2025 0 repositories listed
• XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs
  30 Apr 2025 0 repositories listed
• DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning
  26 Apr 2025 0 repositories listed
• ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing
  24 Apr 2025 0 repositories listed
• Explainable Artificial Intelligence techniques for interpretation of food datasets: a review
  12 Apr 2025 0 repositories listed
• Towards an Evaluation Framework for Explainable Artificial Intelligence Systems for Health and Well-being
  11 Apr 2025 0 repositories listed
• Focal Cortical Dysplasia Type II Detection Using Cross Modality Transfer Learning and Grad-CAM in 3D-CNNs for MRI Analysis
  10 Apr 2025 0 repositories listed
• Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness
  3 Apr 2025 0 repositories listed
• Explainable AI-Based Interface System for Weather Forecasting Model
  1 Apr 2025 0 repositories listed
• Which LIME should I trust? Concepts, Challenges, and Solutions
  31 Mar 2025 0 repositories listed
• Reinforcing Clinical Decision Support through Multi-Agent Systems and Ethical AI Governance
  25 Mar 2025 0 repositories listed
• Exploring Energy Landscapes for Minimal Counterfactual Explanations: Applications in Cybersecurity and Beyond
  23 Mar 2025 0 repositories listed
• Unraveling Pedestrian Fatality Patterns: A Comparative Study with Explainable AI
  22 Mar 2025 0 repositories listed
• Explainable AI-Guided Efficient Approximate DNN Generation for Multi-Pod Systolic Arrays
  20 Mar 2025 0 repositories listed
• Logic Explanation of AI Classifiers by Categorical Explaining Functors
  20 Mar 2025 0 repositories listed
• Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures
  19 Mar 2025 0 repositories listed
• Guarding Digital Privacy: Exploring User Profiling and Security Enhancements
  17 Mar 2025 0 repositories listed
• Securing Virtual Reality Experiences: Unveiling and Tackling Cybersickness Attacks with Explainable AI
  17 Mar 2025 0 repositories listed
• Computational identification of ketone metabolism as a key regulator of sleep stability and circadian dynamics via real-time metabolic profiling
  16 Mar 2025 0 repositories listed
• A Data-Driven Exploration of Elevation Cues in HRTFs: An Explainable AI Perspective Across Multiple Datasets
  14 Mar 2025 0 repositories listed
• GENEOnet: Statistical analysis supporting explainability and trustworthiness
  12 Mar 2025 0 repositories listed
• Explaining the Unexplainable: A Systematic Review of Explainable AI in Finance
  7 Mar 2025 0 repositories listed
• Robust Intrusion Detection System with Explainable Artificial Intelligence
  7 Mar 2025 0 repositories listed
• ILLC: Iterative Layer-by-Layer Compression for Enhancing Structural Faithfulness in SpArX
  5 Mar 2025 0 repositories listed
• The Role of Deep Learning in Financial Asset Management: A Systematic Review
  3 Mar 2025 0 repositories listed
• GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes
  25 Feb 2025 0 repositories listed
• Doctor-in-the-Loop: An Explainable, Multi-View Deep Learning Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
  21 Feb 2025 0 repositories listed
• Explainable Artificial Intelligence Model for Evaluating Shear Strength Parameters of Municipal Solid Waste Across Diverse Compositional Profiles
  20 Feb 2025 0 repositories listed
• Explainable AI-Driven Neural Activity Analysis in Parkinsonian Rats under Electrical Stimulation
  18 Feb 2025 0 repositories listed
• Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI
  10 Feb 2025 0 repositories listed
• Using agent-based models and EXplainable Artificial Intelligence (XAI) to simulate social behaviors and policy intervention scenarios: A case study of private well users in Ireland
  8 Feb 2025 0 repositories listed
• Uncertainty Quantification of Wind Gust Predictions in the Northeast US: An Evidential Neural Network and Explainable Artificial Intelligence Approach
  1 Feb 2025 0 repositories listed
• Concept-Based Explainable Artificial Intelligence: Metrics and Benchmarks
  31 Jan 2025 0 repositories listed
• Towards Transparent and Accurate Diabetes Prediction Using Machine Learning and Explainable Artificial Intelligence
  30 Jan 2025 0 repositories listed
• Explainable Artificial Intelligence for identifying profitability predictors in Financial Statements
  29 Jan 2025 0 repositories listed
• Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
  28 Jan 2025 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 2 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
  23 Jan 2025 0 repositories listed
• DLinear-based Prediction of Remaining Useful Life of Lithium-Ion Batteries: Feature Engineering through Explainable Artificial Intelligence
  20 Jan 2025 0 repositories listed
• EVolutionary Independent DEtermiNistiC Explanation
  20 Jan 2025 0 repositories listed
• Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture
  17 Jan 2025 0 repositories listed
• Explainable artificial intelligence (XAI): from inherent explainability to large language models
  17 Jan 2025 0 repositories listed
• Polynomial Threshold Functions of Bounded Tree-Width: Some Explainability and Complexity Aspects
  14 Jan 2025 0 repositories listed
• Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic
  9 Jan 2025 0 repositories listed
• Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity
  6 Jan 2025 0 repositories listed
• Found in Translation: semantic approaches for enhancing AI interpretability in face verification
  6 Jan 2025 0 repositories listed
• Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text
  6 Jan 2025 0 repositories listed
• Extending XReason: Formal Explanations for Adversarial Detection
  31 Dec 2024 0 repositories listed
• Enhancing Cancer Diagnosis with Explainable & Trustworthy Deep Learning Models
  23 Dec 2024 0 repositories listed
• The Role of XAI in Transforming Aeronautics and Aerospace Systems
  23 Dec 2024 0 repositories listed
• ViTmiX: Vision Transformer Explainability Augmented by Mixed Visualization Methods
  18 Dec 2024 0 repositories listed
• Integrating Evidence into the Design of XAI and AI-based Decision Support Systems: A Means-End Framework for End-users in Construction
  17 Dec 2024 0 repositories listed
• AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0
  16 Dec 2024 0 repositories listed
• Assessing high-order effects in feature importance via predictability decomposition
  13 Dec 2024 0 repositories listed
• Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization
  7 Dec 2024 0 repositories listed
• A Unified Framework for Evaluating the Effectiveness and Enhancing the Transparency of Explainable AI Methods in Real-World Applications
  5 Dec 2024 0 repositories listed
• OMENN: One Matrix to Explain Neural Networks
  3 Dec 2024 0 repositories listed
• Classifying Simulated Gait Impairments using Privacy-preserving Explainable Artificial Intelligence and Mobile Phone Videos
  2 Dec 2024 0 repositories listed
• Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and GPT-simulated raters
  30 Nov 2024 0 repositories listed
• Explaining the Impact of Training on Vision Models via Activation Clustering
  29 Nov 2024 0 repositories listed
• Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models
  25 Nov 2024 0 repositories listed
• XAI and Android Malware Models
  25 Nov 2024 0 repositories listed
• Leveraging Gene Expression Data and Explainable Machine Learning for Enhanced Early Detection of Type 2 Diabetes
  18 Nov 2024 0 repositories listed
• Adapting the Biological SSVEP Response to Artificial Neural Networks
  15 Nov 2024 0 repositories listed
• Explainable Artificial Intelligence for Medical Applications: A Review
  15 Nov 2024 0 repositories listed
• X-DFS: Explainable Artificial Intelligence Guided Design-for-Security Solution Space Exploration
  11 Nov 2024 0 repositories listed
• BayesNAM: Leveraging Inconsistency for Reliable Explanations
  10 Nov 2024 0 repositories listed
• Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review
  7 Nov 2024 0 repositories listed
• Visually Analyze SHAP Plots to Diagnose Misclassifications in ML-based Intrusion Detection
  4 Nov 2024 0 repositories listed
• Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing
  2 Nov 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.