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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 9 of 9: papers 801 to 890 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.

• Graph Neural Networks Including Sparse Interpretability
  30 Jun 2020 0 repositories listed
• Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances
  14 Jun 2020 0 repositories listed
• Why Attentions May Not Be Interpretable?
  10 Jun 2020 0 repositories listed
• X-SHAP: towards multiplicative explainability of Machine Learning
  8 Jun 2020 0 repositories listed
• Using an interpretable Machine Learning approach to study the drivers of International Migration
  5 Jun 2020 0 repositories listed
• COVID-19 diagnosis by routine blood tests using machine learning
  4 Jun 2020 0 repositories listed
• Towards Global Explanations of Convolutional Neural Networks With Concept Attribution
  1 Jun 2020 0 repositories listed
• Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations
  22 Apr 2020 0 repositories listed
• Identifying Semantically Duplicate Questions Using Data Science Approach: A Quora Case Study
  18 Apr 2020 0 repositories listed
• Explainable Image Classification with Evidence Counterfactual
  16 Apr 2020 0 repositories listed
• Unpack Local Model Interpretation for GBDT
  3 Apr 2020 0 repositories listed
• Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: application to evolutionary modeling of clinical pathways
  2 Apr 2020 0 repositories listed
• Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition at Test-Time
  31 Mar 2020 0 repositories listed
• From unbiased MDI Feature Importance to Explainable AI for Trees
  26 Mar 2020 0 repositories listed
• TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications
  24 Mar 2020 0 repositories listed
• Channel Pruning Guided by Classification Loss and Feature Importance
  15 Mar 2020 0 repositories listed
• What went wrong and when? Instance-wise Feature Importance for Time-series Models
  5 Mar 2020 0 repositories listed
• Understanding the Prediction Mechanism of Sentiments by XAI Visualization
  3 Mar 2020 0 repositories listed
• What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI
  29 Feb 2020 0 repositories listed
• Problems with Shapley-value-based explanations as feature importance measures
  25 Feb 2020 0 repositories listed
• Feature Importance Estimation with Self-Attention Networks
  11 Feb 2020 0 repositories listed
• Generating Interpretable Poverty Maps using Object Detection in Satellite Images
  5 Feb 2020 0 repositories listed
• Hyperparameter Optimization for Forecasting Stock Returns
  28 Jan 2020 0 repositories listed
• ¶ILCRO: Making Importance Landscapes Flat Again
  27 Jan 2020 0 repositories listed
• Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach
  21 Jan 2020 0 repositories listed
• Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified
  20 Jan 2020 0 repositories listed
• Forecasting Corn Yield with Machine Learning Ensembles
  18 Jan 2020 0 repositories listed
• Topological Descriptors Help Predict Guest Adsorption in Nanoporous Materials
  16 Jan 2020 0 repositories listed
• An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection
  6 Jan 2020 0 repositories listed
• SensAI+Expanse Emotional Valence Prediction Studies with Cognition and Memory Integration
  3 Jan 2020 0 repositories listed
• Feature-Attention Graph Convolutional Networks for Noise Resilient Learning
  26 Dec 2019 0 repositories listed
• Learning Deep Attribution Priors Based On Prior Knowledge
  20 Dec 2019 0 repositories listed
• SensAI+Expanse Adaptation on Human Behaviour Towards Emotional Valence Prediction
  20 Dec 2019 0 repositories listed
• Single Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis
  27 Nov 2019 0 repositories listed
• Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder
  25 Nov 2019 0 repositories listed
• PV Power Forecasting Using Weighted Features for Enhanced Ensemble Method
  21 Oct 2019 0 repositories listed
• Measuring Unfairness through Game-Theoretic Interpretability
  12 Oct 2019 0 repositories listed
• Randomized Ablation Feature Importance
  1 Oct 2019 0 repositories listed
• Explainable Deep Learning for Augmentation of sRNA Expression Profiles
  26 Sep 2019 0 repositories listed
• Multi-grained Attention Networks for Single Image Super-Resolution
  26 Sep 2019 0 repositories listed
• Explaining Time Series by Counterfactuals
  25 Sep 2019 0 repositories listed
• Model-Agnostic Feature Selection with Additional Mutual Information
  25 Sep 2019 0 repositories listed
• Measure Contribution of Participants in Federated Learning
  17 Sep 2019 0 repositories listed
• Explainable Machine Learning in Deployment
  13 Sep 2019 0 repositories listed
• NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks
  10 Sep 2019 0 repositories listed
• Spatially-Coupled Neural Network Architectures
  3 Jul 2019 0 repositories listed
• Graph Neural Network for Interpreting Task-fMRI Biomarkers
  2 Jul 2019 0 repositories listed
• Learning to Rank Broad and Narrow Queries in E-Commerce
  1 Jul 2019 0 repositories listed
• Modeling Severe Traffic Accidents With Spatial And Temporal Features
  25 Jun 2019 0 repositories listed
• Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting
  29 May 2019 0 repositories listed
• Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk
  23 May 2019 0 repositories listed
• Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction
  14 May 2019 0 repositories listed
• The Role of User Profile for Fake News Detection
  30 Apr 2019 0 repositories listed
• Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function
  23 Apr 2019 0 repositories listed
• DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc and Cup Segmentation
  18 Apr 2019 0 repositories listed
• Ranking-Based Autoencoder for Extreme Multi-label Classification
  11 Apr 2019 0 repositories listed
• Probabilistic Load Forecasting via Point Forecast Feature Integration
  26 Mar 2019 0 repositories listed
• Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention
  1 Mar 2019 0 repositories listed
• Stacking with Neural network for Cryptocurrency investment
  21 Feb 2019 0 repositories listed
• Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset
  7 Feb 2019 0 repositories listed
• A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization
  24 Jan 2019 0 repositories listed
• Transfer-Learning Oriented Class Imbalance Learning for Cross-Project Defect Prediction
  24 Jan 2019 0 repositories listed
• A Large-scale Multimodal Study for Predicting Mortality Risk Using Minimal and Low Parameter Models and Separable Risk Assessment
  23 Jan 2019 0 repositories listed
• Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods
  12 Jan 2019 0 repositories listed
• LEAFAGE: Example-based and Feature importance-based Explanationsfor Black-box ML models
  21 Dec 2018 0 repositories listed
• Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery
  14 Dec 2018 0 repositories listed
• Data Strategies for Fleetwide Predictive Maintenance
  11 Dec 2018 0 repositories listed
• A matching based clustering algorithm for categorical data
  9 Dec 2018 0 repositories listed
• Learning Interpretable Characteristic Kernels via Decision Forests
  30 Nov 2018 0 repositories listed
• Differential Private Stack Generalization with an Application to Diabetes Prediction
  23 Nov 2018 0 repositories listed
• Regional Multi-scale Approach for Visually Pleasing Explanations of Deep Neural Networks
  31 Jul 2018 0 repositories listed
• PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques
  22 Jul 2018 0 repositories listed
• Knockoffs for the mass: new feature importance statistics with false discovery guarantees
  17 Jul 2018 0 repositories listed
• Predicting Good Configurations for GitHub and Stack Overflow Topic Models
  13 Apr 2018 0 repositories listed
• A Dynamic-Adversarial Mining Approach to the Security of Machine Learning
  24 Mar 2018 0 repositories listed
• SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping
  14 Mar 2018 0 repositories listed
• Building effective deep neural networks one feature at a time
  1 Jan 2018 0 repositories listed
• INTERPRETATION OF NEURAL NETWORK IS FRAGILE
  1 Jan 2018 0 repositories listed
• Variable Importance Using Decision Trees
  1 Dec 2017 0 repositories listed
• Feature importance scores and lossless feature pruning using Banzhaf power indices
  14 Nov 2017 0 repositories listed
• Random Forest DBSCAN for USPTO Inventor Name Disambiguation
  14 Sep 2017 0 repositories listed
• A Broad Learning Approach for Context-Aware Mobile Application Recommendation
  11 Sep 2017 0 repositories listed
• A hybrid supervised/unsupervised machine learning approach to solar flare prediction
  21 Jun 2017 0 repositories listed
• Building effective deep neural network architectures one feature at a time
  18 May 2017 0 repositories listed
• High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in ¹²³I-Ioflupane SPECT Imaging
  4 Mar 2017 0 repositories listed
• Gradients of Counterfactuals
  8 Nov 2016 0 repositories listed
• Text Analysis and Automatic Triage of Posts in a Mental Health Forum
  1 Jun 2016 0 repositories listed
• Discrete Deep Feature Extraction: A Theory and New Architectures
  26 May 2016 0 repositories listed
• Likely to stop? Predicting Stopout in Massive Open Online Courses
  14 Aug 2014 0 repositories listed
• Heterogeneous Visual Features Fusion via Sparse Multimodal Machine
  1 Jun 2013 0 repositories listed