Browse State-of-the-Art › Explainable Artificial Intelligence (XAI) › Papers, page 4

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 4 of 11: papers 301 to 400 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.

• 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
• 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
• 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
• Machine Learning Meets Transparency in Osteoporosis Risk Assessment: A Comparative Study of ML and Explainability Analysis
  1 May 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
• 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
• 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
• 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
• Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures
  19 Mar 2025 0 repositories listed
• Securing Virtual Reality Experiences: Unveiling and Tackling Cybersickness Attacks with Explainable AI
  17 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
• 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
• Towards Transparent and Accurate Diabetes Prediction Using Machine Learning and Explainable Artificial Intelligence
  30 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
• 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
• AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0
  16 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
• 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
• Explainable Artificial Intelligence for Medical Applications: A Review
  15 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
• Info-CELS: Informative Saliency Map Guided Counterfactual Explanation
  27 Oct 2024 0 repositories listed
• AI Readiness in Healthcare through Storytelling XAI
  24 Oct 2024 0 repositories listed
• Trustworthy XAI and Application
  22 Oct 2024 0 repositories listed
• User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study
  21 Oct 2024 0 repositories listed
• XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms
  21 Oct 2024 0 repositories listed
• Formal Explanations for Neuro-Symbolic AI
  18 Oct 2024 0 repositories listed
• Explainable AI Methods for Multi-Omics Analysis: A Survey
  15 Oct 2024 0 repositories listed
• Information Importance-Aware Defense against Adversarial Attack for Automatic Modulation Classification:An XAI-Based Approach
  15 Oct 2024 0 repositories listed
• CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models
  7 Oct 2024 0 repositories listed
• Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks
  3 Oct 2024 0 repositories listed
• Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare
  1 Oct 2024 0 repositories listed
• Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data
  30 Sep 2024 0 repositories listed
• Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution
  25 Sep 2024 0 repositories listed
• Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware
  25 Sep 2024 0 repositories listed
• From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing
  24 Sep 2024 0 repositories listed
• Explainable AI needs formal notions of explanation correctness
  22 Sep 2024 0 repositories listed
• Global Lightning-Ignited Wildfires Prediction and Climate Change Projections based on Explainable Machine Learning Models
  16 Sep 2024 0 repositories listed
• Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges
  9 Sep 2024 0 repositories listed
• Interpreting Outliers in Time Series Data through Decoding Autoencoder
  3 Sep 2024 0 repositories listed
• Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network
  3 Sep 2024 0 repositories listed
• Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs
  31 Aug 2024 0 repositories listed
• Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction
  30 Aug 2024 0 repositories listed
• Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features
  30 Aug 2024 0 repositories listed
• Interactive dense pixel visualizations for time series and model attribution explanations
  27 Aug 2024 0 repositories listed
• Dataset | Mindset = Explainable AI | Interpretable AI
  22 Aug 2024 0 repositories listed
• OPTDTALS: Approximate Logic Synthesis via Optimal Decision Trees Approach
  22 Aug 2024 0 repositories listed
• Explainable Deep Learning Framework for Human Activity Recognition
  21 Aug 2024 0 repositories listed
• Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals
  13 Aug 2024 0 repositories listed
• Measuring User Understanding in Dialogue-based XAI Systems
  13 Aug 2024 0 repositories listed
• Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes
  8 Aug 2024 0 repositories listed
• SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals
  8 Aug 2024 0 repositories listed
• A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life
  1 Aug 2024 0 repositories listed
• Revisiting the robustness of post-hoc interpretability methods
  29 Jul 2024 0 repositories listed
• Introducing δ-XAI: a novel sensitivity-based method for local AI explanations
  25 Jul 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.