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Feature Importance

Papers archive 2025-07-28

archive papers tagged: 890 · with a code link: 335 · where Syntology ran a sample: 55 (48 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 (55 of 890 tagged: 48 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 4 of 9: papers 301 to 400 of 890, 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.

• Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors
  27 Jun 2020 1 repository listed
• Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
  26 Jun 2020 1 repository listed
• Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach
  8 Jun 2020 1 repository listed
• Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps
  18 May 2020 1 repository listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples)
• A copula-based visualization technique for a neural network
  27 Mar 2020 1 repository listed
• A Matlab Toolbox for Feature Importance Ranking
  10 Mar 2020 1 repository listed
• Explainability and Adversarial Robustness for RNNs
  20 Dec 2019 1 repository listed
• Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis
  18 Dec 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Sobolev Independence Criterion
  31 Oct 2019 1 repository listed
• Variable Selection with Copula Entropy
  28 Oct 2019 1 repository listed
• Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification
  18 Oct 2019 1 repository listed
• Meaningful Data Sampling for a Faithful Local Explanation Method
  18 Oct 2019 1 repository listed
• Variance-Based Feature Importance in Neural Networks
  16 Oct 2019 1 repository listed
• Decision Explanation and Feature Importance for Invertible Networks
  30 Sep 2019 1 repository listed
• OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data
  9 Sep 2019 1 repository listed
• eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair
  18 Aug 2019 1 repository listed
• Understanding Cyber Athletes Behaviour Through a Smart Chair: CS:GO and Monolith Team Scenario
  18 Aug 2019 1 repository listed
• DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems
  24 Jun 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Interpret Federated Learning with Shapley Values
  11 May 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Interpretation of machine learning predictions for patient outcomes in electronic health records
  14 Mar 2019 1 repository listed
• Unbiased Measurement of Feature Importance in Tree-Based Methods
  12 Mar 2019 1 repository listed
• Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
  1 Feb 2019 1 repository listed
• User Intent Prediction in Information-seeking Conversations
  11 Jan 2019 1 repository listed
• Catalog of quasars from the Kilo-Degree Survey Data Release 3
  7 Dec 2018 1 repository listed
• Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions
  19 Nov 2018 1 repository listed
• A Genre-Aware Attention Model to Improve the Likability Prediction of Books
  1 Oct 2018 1 repository listed
• Interpreting Neural Networks With Nearest Neighbors
  8 Sep 2018 1 repository listed
• Rule induction for global explanation of trained models
  29 Aug 2018 1 repository listed
• L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
  8 Aug 2018 1 repository listed
• Hierarchical interpretations for neural network predictions
  14 Jun 2018 1 repository listed
• Visualizing the Feature Importance for Black Box Models
  18 Apr 2018 1 repository listed
• Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks
  6 Feb 2018 1 repository listed
• AutoLearn - Automated Feature Generation and Selection
  17 Nov 2017 1 repository listed
• Consistent feature attribution for tree ensembles
  19 Jun 2017 1 repository listed
• Feature Importance Measure for Non-linear Learning Algorithms
  22 Nov 2016 1 repository listed
• MUPAX: Multidimensional Problem Agnostic eXplainable AI
  17 Jul 2025 0 repositories listed
• Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts
  16 Jul 2025 0 repositories listed
• SentiDrop: A Multi Modal Machine Learning model for Predicting Dropout in Distance Learning
  14 Jul 2025 0 repositories listed
• Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions
  8 Jul 2025 0 repositories listed
• Segment Anything in Pathology Images with Natural Language
  26 Jun 2025 0 repositories listed
• The Role of Explanation Styles and Perceived Accuracy on Decision Making in Predictive Process Monitoring
  19 Jun 2025 0 repositories listed
• Correlation vs causation in Alzheimer's disease: an interpretability-driven study
  11 Jun 2025 0 repositories listed
• On The Impact of Merge Request Deviations on Code Review Practices
  10 Jun 2025 0 repositories listed
• Local MDI+: Local Feature Importances for Tree-Based Models
  10 Jun 2025 0 repositories listed
• CaliciBoost: Performance-Driven Evaluation of Molecular Representations for Caco-2 Permeability Prediction
  9 Jun 2025 0 repositories listed
• Towards Large Language Models with Self-Consistent Natural Language Explanations
  9 Jun 2025 0 repositories listed
• Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records
  3 Jun 2025 0 repositories listed
• Spatial Association Between Near-Misses and Accident Blackspots in Sydney, Australia: A Getis-Ord Gᵢ^* Analysis
  3 Jun 2025 0 repositories listed
• Data Model Design for Explainable Machine Learning-based Electricity Applications
  29 May 2025 0 repositories listed
• Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG
  29 May 2025 0 repositories listed
• Response Uncertainty and Probe Modeling: Two Sides of the Same Coin in LLM Interpretability?
  24 May 2025 0 repositories listed
• A Multi-Head Attention Soft Random Forest for Interpretable Patient No-Show Prediction
  22 May 2025 0 repositories listed
• Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals
  19 May 2025 0 repositories listed
• FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals
  18 May 2025 0 repositories listed
• Semantically-Aware Game Image Quality Assessment
  16 May 2025 0 repositories listed
• Financial Fraud Detection Using Explainable AI and Stacking Ensemble Methods
  15 May 2025 0 repositories listed
• Real-World fNIRS-Based Brain-Computer Interfaces: Benchmarking Deep Learning and Classical Models in Interactive Gaming
  15 May 2025 0 repositories listed
• Optimizing Urban Critical Green Space Development Using Machine Learning
  14 May 2025 0 repositories listed
• Integrating Natural Language Processing and Exercise Monitoring for Early Diagnosis of Metabolic Syndrome: A Deep Learning Approach
  13 May 2025 0 repositories listed
• Machine Learning-Based Detection of DDoS Attacks in VANETs for Emergency Vehicle Communication
  12 May 2025 0 repositories listed
• BMMDetect: A Multimodal Deep Learning Framework for Comprehensive Biomedical Misconduct Detection
  9 May 2025 0 repositories listed
• Unemployment Dynamics Forecasting with Machine Learning Regression Models
  3 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
• Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contribution for Molecular Odor Prediction
  1 May 2025 0 repositories listed
• Interpretable machine learning-guided design of Fe-based soft magnetic alloys
  28 Apr 2025 0 repositories listed
• Explainable Unsupervised Anomaly Detection with Random Forest
  22 Apr 2025 0 repositories listed
• Feature Selection via GANs (GANFS): Enhancing Machine Learning Models for DDoS Mitigation
  21 Apr 2025 0 repositories listed
• Investigating cybersecurity incidents using large language models in latest-generation wireless networks
  14 Apr 2025 0 repositories listed
• Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI
  10 Apr 2025 0 repositories listed
• FORCE: Feature-Oriented Representation with Clustering and Explanation
  7 Apr 2025 0 repositories listed
• Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites
  5 Apr 2025 0 repositories listed
• CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection
  2 Apr 2025 0 repositories listed
• Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change
  31 Mar 2025 0 repositories listed
• How to safely discard features based on aggregate SHAP values
  29 Mar 2025 0 repositories listed
• Learnable cut flow
  28 Mar 2025 0 repositories listed
• Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines
  25 Mar 2025 0 repositories listed
• No Black Box Anymore: Demystifying Clinical Predictive Modeling with Temporal-Feature Cross Attention Mechanism
  25 Mar 2025 0 repositories listed
• Does the Appearance of Autonomous Conversational Robots Affect User Spoken Behaviors in Real-World Conference Interactions?
  17 Mar 2025 0 repositories listed
• Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants
  17 Mar 2025 0 repositories listed
• PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data
  15 Mar 2025 0 repositories listed
• Machine learning algorithms to predict stroke in China based on causal inference of time series analysis
  10 Mar 2025 0 repositories listed
• Explaining the Unexplainable: A Systematic Review of Explainable AI in Finance
  7 Mar 2025 0 repositories listed
• Accurate predictive model of band gap with selected important features based on explainable machine learning
  6 Mar 2025 0 repositories listed
• Enhancing Network Security Management in Water Systems using FM-based Attack Attribution
  3 Mar 2025 0 repositories listed
• Improving clustering quality evaluation in noisy Gaussian mixtures
  1 Mar 2025 0 repositories listed
• EXACT-CT: EXplainable Analysis for Crohn's and Tuberculosis using CT
  28 Feb 2025 0 repositories listed
• An exploration of features to improve the generalisability of fake news detection models
  27 Feb 2025 0 repositories listed
• Integrating Boosted learning with Differential Evolution (DE) Optimizer: A Prediction of Groundwater Quality Risk Assessment in Odisha
  25 Feb 2025 0 repositories listed
• Sentiment analysis of texts from social networks based on machine learning methods for monitoring public sentiment
  24 Feb 2025 0 repositories listed
• TabulaTime: A Novel Multimodal Deep Learning Framework for Advancing Acute Coronary Syndrome Prediction through Environmental and Clinical Data Integration
  24 Feb 2025 0 repositories listed
• Discovering the influence of personal features in psychological processes using Artificial Intelligence techniques: the case of COVID19 lockdown in Spain
  18 Feb 2025 0 repositories listed
• An Efficient Row-Based Sparse Fine-Tuning
  17 Feb 2025 0 repositories listed
• How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning
  17 Feb 2025 0 repositories listed
• High-Throughput Computational Screening and Interpretable Machine Learning of Metal-organic Frameworks for Iodine Capture
  14 Feb 2025 0 repositories listed
• Towards Transparent and Accurate Plasma State Monitoring at JET
  14 Feb 2025 0 repositories listed
• A Comparative Study of Machine Learning Algorithms for Stock Price Prediction Using Insider Trading Data
  12 Feb 2025 0 repositories listed
• Exploring Patterns Behind Sports
  11 Feb 2025 0 repositories listed
• Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models
  11 Feb 2025 0 repositories listed
• Dementia Classification Using Acoustic Speech and Feature Selection
  4 Feb 2025 0 repositories listed
• Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss
  3 Feb 2025 0 repositories listed

Syntology lines on 4 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.