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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 7 of 9: papers 601 to 700 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.

• Machine learning-based characterization of hydrochar from biomass: Implications for sustainable energy and material production
  24 May 2023 0 repositories listed
• When a CBR in Hand is Better than Twins in the Bush
  9 May 2023 0 repositories listed
• FAST: Feature Arrangement for Semantic Transmission
  5 May 2023 0 repositories listed
• Interpreting Deep Forest through Feature Contribution and MDI Feature Importance
  1 May 2023 0 repositories listed
• EBLIME: Enhanced Bayesian Local Interpretable Model-agnostic Explanations
  29 Apr 2023 0 repositories listed
• TIGTEC : Token Importance Guided TExt Counterfactuals
  24 Apr 2023 0 repositories listed
• Scalable Multi-task Semantic Communication System with Feature Importance Ranking
  12 Apr 2023 0 repositories listed
• Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning
  28 Mar 2023 0 repositories listed
• Predicting Thermoelectric Power Factor of Bismuth Telluride During Laser Powder Bed Fusion Additive Manufacturing
  28 Mar 2023 0 repositories listed
• LEURN: Learning Explainable Univariate Rules with Neural Networks
  27 Mar 2023 0 repositories listed
• EGFR mutation prediction using F18-FDG PET-CT based radiomics features in non-small cell lung cancer
  14 Mar 2023 0 repositories listed
• Feature Importance: A Closer Look at Shapley Values and LOCO
  10 Mar 2023 0 repositories listed
• Area of interest adaption using feature importance
  3 Mar 2023 0 repositories listed
• A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression
  2 Mar 2023 0 repositories listed
• iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
  2 Mar 2023 0 repositories listed
• A Comparison of Modeling Preprocessing Techniques
  23 Feb 2023 0 repositories listed
• Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations
  21 Feb 2023 0 repositories listed
• FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
  21 Feb 2023 0 repositories listed
• Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales
  17 Feb 2023 0 repositories listed
• Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality
  16 Feb 2023 0 repositories listed
• Interpretable Deep Learning for Forecasting Online Advertising Costs: Insights from the Competitive Bidding Landscape
  11 Feb 2023 0 repositories listed
• Symbolic Metamodels for Interpreting Black-boxes Using Primitive Functions
  9 Feb 2023 0 repositories listed
• Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal
  7 Feb 2023 0 repositories listed
• Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification
  6 Feb 2023 0 repositories listed
• Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models
  31 Jan 2023 0 repositories listed
• Improved Bitcoin Price Prediction based on COVID-19 data
  25 Jan 2023 0 repositories listed
• Self-FuseNet: Data Free Unsupervised Remote Sensing Image Super-Resolution
  23 Jan 2023 0 repositories listed
• Semantic match: Debugging feature attribution methods in XAI for healthcare
  5 Jan 2023 0 repositories listed
• Towards Cooperative Flight Control Using Visual-Attention
  21 Dec 2022 0 repositories listed
• Discrimination, calibration, and point estimate accuracy of GRU-D-Weibull architecture for real-time individualized endpoint prediction
  19 Dec 2022 0 repositories listed
• Which products activate a product? An explainable machine learning approach
  5 Dec 2022 0 repositories listed
• LatentSwap3D: Semantic Edits on 3D Image GANs
  2 Dec 2022 0 repositories listed
• Structural Knowledge Distillation for Object Detection
  23 Nov 2022 0 repositories listed
• Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction
  18 Nov 2022 0 repositories listed
• Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection
  17 Nov 2022 0 repositories listed
• Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement
  16 Nov 2022 0 repositories listed
• Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach
  2 Nov 2022 0 repositories listed
• Estimating oil recovery factor using machine learning: Applications of XGBoost classification
  28 Oct 2022 0 repositories listed
• Which is the best model for my data?
  26 Oct 2022 0 repositories listed
• Abstract Interpretation-Based Feature Importance for SVMs
  22 Oct 2022 0 repositories listed
• Greedy Modality Selection via Approximate Submodular Maximization
  22 Oct 2022 0 repositories listed
• Similarity of Neural Architectures using Adversarial Attack Transferability
  20 Oct 2022 0 repositories listed
• Linear Video Transformer with Feature Fixation
  15 Oct 2022 0 repositories listed
• TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography
  13 Oct 2022 0 repositories listed
• Feature Importance for Time Series Data: Improving KernelSHAP
  5 Oct 2022 0 repositories listed
• Ensembling improves stability and power of feature selection for deep learning models
  2 Oct 2022 0 repositories listed
• To the Most Gracious Highness, from Your Humble Servant: Analysing Swedish 18th Century Petitions Using Text Classification
  1 Oct 2022 0 repositories listed
• An Attention Matrix for Every Decision: Faithfulness-based Arbitration Among Multiple Attention-Based Interpretations of Transformers in Text Classification
  22 Sep 2022 0 repositories listed
• Algorithm-Agnostic Interpretations for Clustering
  21 Sep 2022 0 repositories listed
• Low-cost machine learning approach to the prediction of transition metal phosphor excited state properties
  18 Sep 2022 0 repositories listed
• Sample-based Uncertainty Quantification with a Single Deterministic Neural Network
  17 Sep 2022 0 repositories listed
• Examining Uniqueness and Permanence of the WAY EEG GAL dataset toward User Authentication
  11 Sep 2022 0 repositories listed
• Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams
  5 Sep 2022 0 repositories listed
• A Case Study on the Classification of Lost Circulation Events During Drilling using Machine Learning Techniques on an Imbalanced Large Dataset
  4 Sep 2022 0 repositories listed
• Machine Learning Models Evaluation and Feature Importance Analysis on NPL Dataset
  28 Aug 2022 0 repositories listed
• Learning to predict test effectiveness
  20 Aug 2022 0 repositories listed
• Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks
  19 Aug 2022 0 repositories listed
• Estimating Sunlight Using GNSS Signal Strength from Smartphone
  9 Aug 2022 0 repositories listed
• A machine learning approach to predict the structural and magnetic properties of Heusler alloy families
  7 Aug 2022 0 repositories listed
• Bias Reducing Multitask Learning on Mental Health Prediction
  7 Aug 2022 0 repositories listed
• Parameter Averaging for Feature Ranking
  5 Aug 2022 0 repositories listed
• Neural Greedy Pursuit for Feature Selection
  19 Jul 2022 0 repositories listed
• Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm
  18 Jul 2022 0 repositories listed
• GLANCE: Global to Local Architecture-Neutral Concept-based Explanations
  5 Jul 2022 0 repositories listed
• FACT: High-Dimensional Random Forests Inference
  4 Jul 2022 0 repositories listed
• Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters
  28 Jun 2022 0 repositories listed
• Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models
  22 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
• Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation
  17 Jun 2022 0 repositories listed
• Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
  16 Jun 2022 0 repositories listed
• Inherent Inconsistencies of Feature Importance
  16 Jun 2022 0 repositories listed
• Towards Responsible AI for Financial Transactions
  6 Jun 2022 0 repositories listed
• Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles
  5 Jun 2022 0 repositories listed
• Feature Selection for Discovering Distributional Treatment Effect Modifiers
  1 Jun 2022 0 repositories listed
• How explainable are adversarially-robust CNNs?
  25 May 2022 0 repositories listed
• Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections
  11 May 2022 0 repositories listed
• A Framework for Constructing Machine Learning Models with Feature Set Optimisation for Evapotranspiration Partitioning
  29 Apr 2022 0 repositories listed
• Spending Privacy Budget Fairly and Wisely
  27 Apr 2022 0 repositories listed
• Data-driven Prediction of Relevant Scenarios for Robust Combinatorial Optimization
  30 Mar 2022 0 repositories listed
• On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study
  23 Mar 2022 0 repositories listed
• The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest
  13 Mar 2022 0 repositories listed
• Error-based Knockoffs Inference for Controlled Feature Selection
  9 Mar 2022 0 repositories listed
• Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning
  4 Mar 2022 0 repositories listed
• Evaluating Local Model-Agnostic Explanations of Learning to Rank Models with Decision Paths
  4 Mar 2022 0 repositories listed
• Faking feature importance: A cautionary tale on the use of differentially-private synthetic data
  2 Mar 2022 0 repositories listed
• MUC-driven Feature Importance Measurement and Adversarial Analysis for Random Forest
  25 Feb 2022 0 repositories listed
• Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations
  24 Feb 2022 0 repositories listed
• Study of Feature Importance for Quantum Machine Learning Models
  18 Feb 2022 0 repositories listed
• The impact of feature importance methods on the interpretation of defect classifiers
  4 Feb 2022 0 repositories listed
• Towards a consistent interpretation of AIOps models
  4 Feb 2022 0 repositories listed
• Novel Machine Learning Approaches for Improving the Reproducibility and Reliability of Functional and Effective Connectivity from Functional MRI
  31 Jan 2022 0 repositories listed
• Attention cannot be an Explanation
  26 Jan 2022 0 repositories listed
• Evaluation of Feature-based explanations
  17 Jan 2022 0 repositories listed
• Towards a Shapley Value Graph Framework for Medical peer-influence
  29 Dec 2021 0 repositories listed
• Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?
  25 Dec 2021 0 repositories listed
• AcME -- Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box
  23 Dec 2021 0 repositories listed
• More Than Words: Towards Better Quality Interpretations of Text Classifiers
  23 Dec 2021 0 repositories listed
• The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions
  22 Dec 2021 0 repositories listed
• Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital
  21 Dec 2021 0 repositories listed
• Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning
  16 Dec 2021 0 repositories listed