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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 8 of 10: papers 701 to 800 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.

• Against Algorithmic Exploitation of Human Vulnerabilities
  12 Jan 2023 0 repositories listed
• Explaining Imitation Learning through Frames
  3 Jan 2023 0 repositories listed
• A Theoretical Framework for AI Models Explainability with Application in Biomedicine
  29 Dec 2022 0 repositories listed
• GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network
  21 Dec 2022 0 repositories listed
• Explainable Artificial Intelligence in Retinal Imaging for the detection of Systemic Diseases
  14 Dec 2022 0 repositories listed
• Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification
  10 Dec 2022 0 repositories listed
• MixBoost: Improving the Robustness of Deep Neural Networks by Boosting Data Augmentation
  8 Dec 2022 0 repositories listed
• XRand: Differentially Private Defense against Explanation-Guided Attacks
  8 Dec 2022 0 repositories listed
• Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning
  7 Dec 2022 0 repositories listed
• Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research
  24 Nov 2022 0 repositories listed
• Crown-CAM: Interpretable Visual Explanations for Tree Crown Detection in Aerial Images
  23 Nov 2022 0 repositories listed
• Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations
  21 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection
  19 Nov 2022 0 repositories listed
• SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence
  18 Nov 2022 0 repositories listed
• Using explainability to design physics-aware CNNs for solving subsurface inverse problems
  16 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence in Construction: The Content, Context, Process, Outcome Evaluation Framework
  12 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction
  12 Nov 2022 0 repositories listed
• Motif-guided Time Series Counterfactual Explanations
  8 Nov 2022 0 repositories listed
• Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions
  2 Nov 2022 0 repositories listed
• Backtracking Counterfactuals
  1 Nov 2022 0 repositories listed
• Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI)
  31 Oct 2022 0 repositories listed
• Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence
  26 Oct 2022 0 repositories listed
• A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence
  22 Oct 2022 0 repositories listed
• Sustainable Personalisation and Explainability in Dyadic Data Systems
  19 Oct 2022 0 repositories listed
• Explaining automated gender classification of human gait
  16 Oct 2022 0 repositories listed
• Explaining machine learning models for age classification in human gait analysis
  16 Oct 2022 0 repositories listed
• InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features
  14 Oct 2022 0 repositories listed
• Machine Learning in Transaction Monitoring: The Prospect of xAI
  14 Oct 2022 0 repositories listed
• Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network
  13 Oct 2022 0 repositories listed
• Toward the application of XAI methods in EEG-based systems
  12 Oct 2022 0 repositories listed
• Utilizing Explainable AI for improving the Performance of Neural Networks
  7 Oct 2022 0 repositories listed
• Fault Diagnosis using eXplainable AI: a Transfer Learning-based Approach for Rotating Machinery exploiting Augmented Synthetic Data
  6 Oct 2022 0 repositories listed
• The Influence of Explainable Artificial Intelligence: Nudging Behaviour or Boosting Capability?
  5 Oct 2022 0 repositories listed
• OAK4XAI: Model towards Out-Of-Box eXplainable Artificial Intelligence for Digital Agriculture
  29 Sep 2022 0 repositories listed
• Asset Pricing and Deep Learning
  24 Sep 2022 0 repositories listed
• Survey on Deep Fuzzy Systems in regression applications: a view on interpretability
  9 Sep 2022 0 repositories listed
• Explainable Artificial Intelligence to Detect Image Spam Using Convolutional Neural Network
  7 Sep 2022 0 repositories listed
• Responsibility: An Example-based Explainable AI approach via Training Process Inspection
  7 Sep 2022 0 repositories listed
• Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers
  7 Sep 2022 0 repositories listed
• Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams
  5 Sep 2022 0 repositories listed
• Generating detailed saliency maps using model-agnostic methods
  4 Sep 2022 0 repositories listed
• Identifying Dominant Industrial Sectors in Market States of the S&P 500 Financial Data
  30 Aug 2022 0 repositories listed
• Towards Benchmarking Explainable Artificial Intelligence Methods
  25 Aug 2022 0 repositories listed
• Augmented cross-selling through explainable AI -- a case from energy retailing
  24 Aug 2022 0 repositories listed
• Explainable AI for tailored electricity consumption feedback -- an experimental evaluation of visualizations
  24 Aug 2022 0 repositories listed
• Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience
  19 Aug 2022 0 repositories listed
• Causality-Inspired Taxonomy for Explainable Artificial Intelligence
  19 Aug 2022 0 repositories listed
• Explainable Reinforcement Learning on Financial Stock Trading using SHAP
  18 Aug 2022 0 repositories listed
• Transcending XAI Algorithm Boundaries through End-User-Inspired Design
  18 Aug 2022 0 repositories listed
• Explainable Artificial Intelligence for Assault Sentence Prediction in New Zealand
  15 Aug 2022 0 repositories listed
• Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy
  10 Aug 2022 0 repositories listed
• A Means-End Account of Explainable Artificial Intelligence
  9 Aug 2022 0 repositories listed
• Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning
  2 Aug 2022 0 repositories listed
• AI Approaches in Processing and Using Data in Personalized Medicine
  26 Jul 2022 0 repositories listed
• An Urban Population Health Observatory for Disease Causal Pathway Analysis and Decision Support: Underlying Explainable Artificial Intelligence Model
  26 Jul 2022 0 repositories listed
• From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence
  26 Jul 2022 0 repositories listed
• Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems
  19 Jul 2022 0 repositories listed
• Creating an Explainable Intrusion Detection System Using Self Organizing Maps
  15 Jul 2022 0 repositories listed
• Data integration in systems genetics and aging research
  7 Jul 2022 0 repositories listed
• Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios
  7 Jul 2022 0 repositories listed
• Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications
  5 Jul 2022 0 repositories listed
• Explaining Any ML Model? -- On Goals and Capabilities of XAI
  28 Jun 2022 0 repositories listed
• "Explanation" is Not a Technical Term: The Problem of Ambiguity in XAI
  27 Jun 2022 0 repositories listed
• Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models
  22 Jun 2022 0 repositories listed
• Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability
  20 Jun 2022 0 repositories listed
• Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches
  18 Jun 2022 0 repositories listed
• Attributions Beyond Neural Networks: The Linear Program Case
  14 Jun 2022 0 repositories listed
• Mediators: Conversational Agents Explaining NLP Model Behavior
  13 Jun 2022 0 repositories listed
• ECLAD: Extracting Concepts with Local Aggregated Descriptors
  9 Jun 2022 0 repositories listed
• Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models
  8 Jun 2022 0 repositories listed
• Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey
  7 Jun 2022 0 repositories listed
• Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements
  3 Jun 2022 0 repositories listed
• Comparing interpretation methods in mental state decoding analyses with deep learning models
  31 May 2022 0 repositories listed
• Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows
  27 May 2022 0 repositories listed
• A Psychological Theory of Explainability
  17 May 2022 0 repositories listed
• The Conflict Between Explainable and Accountable Decision-Making Algorithms
  11 May 2022 0 repositories listed
• A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
  10 May 2022 0 repositories listed
• Explainable AI via Learning to Optimize
  29 Apr 2022 0 repositories listed
• Integrating Prior Knowledge in Post-hoc Explanations
  25 Apr 2022 0 repositories listed
• Explainable Analysis of Deep Learning Methods for SAR Image Classification
  14 Apr 2022 0 repositories listed
• Explain yourself! Effects of Explanations in Human-Robot Interaction
  9 Apr 2022 0 repositories listed
• A Data-Driven Framework for Identifying Investment Opportunities in Private Equity
  4 Apr 2022 0 repositories listed
• How Deep is Your Art: An Experimental Study on the Limits of Artistic Understanding in a Single-Task, Single-Modality Neural Network
  30 Mar 2022 0 repositories listed
• A Meta Survey of Quality Evaluation Criteria in Explanation Methods
  25 Mar 2022 0 repositories listed
• Concept Embedding Analysis: A Review
  25 Mar 2022 0 repositories listed
• Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines
  24 Mar 2022 0 repositories listed
• Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models
  24 Mar 2022 0 repositories listed
• Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications
  21 Mar 2022 0 repositories listed
• Optimizing Binary Decision Diagrams with MaxSAT for classification
  21 Mar 2022 0 repositories listed
• An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival
  17 Mar 2022 0 repositories listed
• Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement
  15 Mar 2022 0 repositories listed
• Explainable Machine Learning for Predicting Homicide Clearance in the United States
  9 Mar 2022 0 repositories listed
• Explainability for identification of vulnerable groups in machine learning models
  1 Mar 2022 0 repositories listed
• Explaining a Deep Reinforcement Learning Docking Agent Using Linear Model Trees with User Adapted Visualization
  1 Mar 2022 0 repositories listed
• Deep Learning, Natural Language Processing, and Explainable Artificial Intelligence in the Biomedical Domain
  25 Feb 2022 0 repositories listed
• Deep Learning Reproducibility and Explainable AI (XAI)
  23 Feb 2022 0 repositories listed
• TimeREISE: Time-series Randomized Evolving Input Sample Explanation
  16 Feb 2022 0 repositories listed
• HaT5: Hate Language Identification using Text-to-Text Transfer Transformer
  11 Feb 2022 0 repositories listed
• Explainable AI through the Learning of Arguments
  1 Feb 2022 0 repositories listed
• Causal Explanations and XAI
  31 Jan 2022 0 repositories listed