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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 8 of 9: papers 701 to 800 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.

• Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness
  3 Dec 2021 0 repositories listed
• Shapley Residuals: Quantifying the limits of the Shapley value for explanations
  1 Dec 2021 0 repositories listed
• Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency
  30 Nov 2021 0 repositories listed
• Asian Giant Hornet Control based on Image Processing and Biological Dispersal
  26 Nov 2021 0 repositories listed
• Is Shapley Explanation for a model unique?
  23 Nov 2021 0 repositories listed
• Interpretable Models via Pairwise permutations algorithm
  17 Nov 2021 0 repositories listed
• Cross-cultural Emotion Classification: the Effect of Emotional Intensity and Acoustic Features
  16 Nov 2021 0 repositories listed
• Reshaping Smart Energy Transition: An analysis of human-building interactions in Qatar Using Machine Learning Techniques
  16 Nov 2021 0 repositories listed
• Rationale production to support clinical decision-making
  15 Nov 2021 0 repositories listed
• "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
  14 Nov 2021 0 repositories listed
• Beyond Importance Scores: Interpreting Tabular ML by Visualizing Feature Semantics
  10 Nov 2021 0 repositories listed
• Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records
  31 Oct 2021 0 repositories listed
• A Survey on the Robustness of Feature Importance and Counterfactual Explanations
  30 Oct 2021 0 repositories listed
• On the explainability of hospitalization prediction on a large COVID-19 patient dataset
  28 Oct 2021 0 repositories listed
• ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease
  25 Oct 2021 0 repositories listed
• Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach
  22 Oct 2021 0 repositories listed
• AEFE: Automatic Embedded Feature Engineering for Categorical Features
  19 Oct 2021 0 repositories listed
• On Predictive Explanation of Data Anomalies
  18 Oct 2021 0 repositories listed
• Lexicon Creation for Interpretable NLP Models
  16 Oct 2021 0 repositories listed
• Logic Constraints to Feature Importances
  13 Oct 2021 0 repositories listed
• Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings
  9 Oct 2021 0 repositories listed
• On the Trustworthiness of Tree Ensemble Explainability Methods
  30 Sep 2021 0 repositories listed
• Cluster-based Feature Importance Learning for Electronic Health Record Time-series
  29 Sep 2021 0 repositories listed
• Interpreting Black-boxes Using Primitive Parameterized Functions
  29 Sep 2021 0 repositories listed
• Mask and Understand: Evaluating the Importance of Parameters
  29 Sep 2021 0 repositories listed
• Towards trustworthy explanations with gradient-based attribution methods
  24 Sep 2021 0 repositories listed
• Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification
  15 Sep 2021 0 repositories listed
• Automatic Componentwise Boosting: An Interpretable AutoML System
  12 Sep 2021 0 repositories listed
• Feature Importance in Gradient Boosting Trees with Cross-Validation Feature Selection
  12 Sep 2021 0 repositories listed
• Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process
  3 Sep 2021 0 repositories listed
• Feature Importance in a Deep Learning Climate Emulator
  27 Aug 2021 0 repositories listed
• Data-driven advice for interpreting local and global model predictions in bioinformatics problems
  13 Aug 2021 0 repositories listed
• Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition
  11 Aug 2021 0 repositories listed
• Improved Feature Importance Computations for Tree Models: Shapley vs. Banzhaf
  9 Aug 2021 0 repositories listed
• One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images
  11 Jul 2021 0 repositories listed
• Feature importance recap and stacking models for forex price prediction
  6 Jul 2021 0 repositories listed
• Feature Importance Guided Attack: A Model Agnostic Adversarial Attack
  28 Jun 2021 0 repositories listed
• Interpreting Criminal Charge Prediction and Its Algorithmic Bias via Quantum-Inspired Complex Valued Networks
  25 Jun 2021 0 repositories listed
• Machine learning to tame divergent density functional approximations: a new path to consensus materials design principles
  24 Jun 2021 0 repositories listed
• FairCanary: Rapid Continuous Explainable Fairness
  13 Jun 2021 0 repositories listed
• Predicting Knowledge Gain during Web Search based on Multimedia Resource Consumption
  11 Jun 2021 0 repositories listed
• Evaluating Local Explanations using White-box Models
  4 Jun 2021 0 repositories listed
• Evaluating the Correctness of Explainable AI Algorithms for Classification
  20 May 2021 0 repositories listed
• Learning Bermudans
  3 May 2021 0 repositories listed
• Regularizing Explanations in Bayesian Convolutional Neural Networks
  29 Apr 2021 0 repositories listed
• Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation
  29 Apr 2021 0 repositories listed
• LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification
  26 Apr 2021 0 repositories listed
• Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation
  15 Apr 2021 0 repositories listed
• Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML
  9 Apr 2021 0 repositories listed
• Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models
  7 Apr 2021 0 repositories listed
• Online Feature Screening for Data Streams with Concept Drift
  7 Apr 2021 0 repositories listed
• Feature Selection for Imbalanced Data with Deep Sparse Autoencoders Ensemble
  22 Mar 2021 0 repositories listed
• Image Classifiers for Network Intrusions
  13 Mar 2021 0 repositories listed
• Trustworthy Disease Discovery: A Case Study in Alzheimer’s
  13 Mar 2021 0 repositories listed
• Interpretable Data-driven Methods for Subgrid-scale Closure in LES for Transcritical LOX/GCH4 Combustion
  11 Mar 2021 0 repositories listed
• A Comparative Approach to Explainable Artificial Intelligence Methods in Application to High-Dimensional Electronic Health Records: Examining the Usability of XAI
  8 Mar 2021 0 repositories listed
• Understanding & Predicting User Lifetime with Machine Learning in an Anonymous Location-Based Social Network
  1 Mar 2021 0 repositories listed
• An Explainable Artificial Intelligence Approach for Unsupervised Fault Detection and Diagnosis in Rotating Machinery
  23 Feb 2021 0 repositories listed
• Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs
  17 Feb 2021 0 repositories listed
• MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset
  12 Feb 2021 0 repositories listed
• Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification
  10 Feb 2021 0 repositories listed
• WheaCha: A Method for Explaining the Predictions of Models of Code
  9 Feb 2021 0 repositories listed
• Website fingerprinting on early QUIC traffic
  28 Jan 2021 0 repositories listed
• Continual Deterioration Prediction for Hospitalized COVID-19 Patients
  19 Jan 2021 0 repositories listed
• Robusta: Robust AutoML for Feature Selection via Reinforcement Learning
  15 Jan 2021 0 repositories listed
• Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling
  13 Jan 2021 0 repositories listed
• Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients
  11 Jan 2021 0 repositories listed
• Explaining the Black-box Smoothly- A Counterfactual Approach
  11 Jan 2021 0 repositories listed
• Modeling Household Online Shopping Demand in the U.S.: A Machine Learning Approach and Comparative Investigation between 2009 and 2017
  11 Jan 2021 0 repositories listed
• Democratizing Evaluation of Deep Model Interpretability through Consensus
  1 Jan 2021 0 repositories listed
• Prediction of Enzyme Specificity using Protein Graph Convolutional Neural Networks
  1 Jan 2021 0 repositories listed
• Elastic Net based Feature Ranking and Selection
  30 Dec 2020 0 repositories listed
• Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymised Spatial Adjacency Information
  16 Dec 2020 0 repositories listed
• Shapley values for cluster importance: How clusters of the training data affect a prediction
  7 Dec 2020 0 repositories listed
• Representaciones del aprendizaje reutilizando los gradientes de la retropropagacion
  6 Dec 2020 0 repositories listed
• A Linguistic Perspective on Reference: Choosing a Feature Set for Generating Referring Expressions in Context
  1 Dec 2020 0 repositories listed
• Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research
  1 Dec 2020 0 repositories listed
• What went wrong and when? Instance-wise feature importance for time-series black-box models
  1 Dec 2020 0 repositories listed
• FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning
  26 Nov 2020 0 repositories listed
• Bayesian Importance of Features (BIF)
  26 Oct 2020 0 repositories listed
• Multilabel 12-Lead Electrocardiogram Classification Using Gradient Boosting Tree Ensemble
  21 Oct 2020 0 repositories listed
• TimeSHAP: Explaining Recurrent Models through Sequence Perturbations
  16 Oct 2020 0 repositories listed
• Explaining Neural Network Predictions for Functional Data Using Principal Component Analysis and Feature Importance
  15 Oct 2020 0 repositories listed
• Local vs. Global interpretations for NLP
  15 Oct 2020 0 repositories listed
• A data-driven approach to the forecasting of ground-level ozone concentration
  14 Oct 2020 0 repositories listed
• Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks
  13 Oct 2020 0 repositories listed
• Embedded methods for feature selection in neural networks
  12 Oct 2020 0 repositories listed
• Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning
  8 Oct 2020 0 repositories listed
• Computational analysis of pathological image enables interpretable prediction for microsatellite instability
  7 Oct 2020 0 repositories listed
• Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop
  2 Oct 2020 0 repositories listed
• Accurate and Robust Feature Importance Estimation under Distribution Shifts
  30 Sep 2020 0 repositories listed
• Explainable AI without Interpretable Model
  29 Sep 2020 0 repositories listed
• A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process
  25 Sep 2020 0 repositories listed
• Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network
  23 Sep 2020 0 repositories listed
• Reconstructing Actions To Explain Deep Reinforcement Learning
  17 Sep 2020 0 repositories listed
• Better Model Selection with a new Definition of Feature Importance
  16 Sep 2020 0 repositories listed
• Towards a More Reliable Interpretation of Machine Learning Outputs for Safety-Critical Systems using Feature Importance Fusion
  11 Sep 2020 0 repositories listed
• Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation
  6 Sep 2020 0 repositories listed
• Breaking the Communities: Characterizing community changing users using text mining and graph machine learning on Twitter
  24 Aug 2020 0 repositories listed
• Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt
  28 Jul 2020 0 repositories listed