Browse State-of-the-Art › Feature Importance › Papers, page 6

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 6 of 9: papers 501 to 600 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.

• Learned Feature Importance Scores for Automated Feature Engineering
  6 Jun 2024 0 repositories listed
• MS-IMAP -- A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning
  4 Jun 2024 0 repositories listed
• Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space
  31 May 2024 0 repositories listed
• Model Interpretation and Explainability: Towards Creating Transparency in Prediction Models
  31 May 2024 0 repositories listed
• MCDFN: Supply Chain Demand Forecasting via an Explainable Multi-Channel Data Fusion Network Model
  24 May 2024 0 repositories listed
• Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis
  20 May 2024 0 repositories listed
• From SHAP Scores to Feature Importance Scores
  20 May 2024 0 repositories listed
• Analyze Additive and Interaction Effects via Collaborative Trees
  19 May 2024 0 repositories listed
• Mitigating Text Toxicity with Counterfactual Generation
  16 May 2024 0 repositories listed
• Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes
  6 May 2024 0 repositories listed
• Estimate the building height at a 10-meter resolution based on Sentinel data
  2 May 2024 0 repositories listed
• Accurate and fast anomaly detection in industrial processes and IoT environments
  27 Apr 2024 0 repositories listed
• DTization: A New Method for Supervised Feature Scaling
  27 Apr 2024 0 repositories listed
• Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment
  26 Apr 2024 0 repositories listed
• Fiper: a Visual-based Explanation Combining Rules and Feature Importance
  25 Apr 2024 0 repositories listed
• SIDEs: Separating Idealization from Deceptive Explanations in xAI
  25 Apr 2024 0 repositories listed
• MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception
  24 Apr 2024 0 repositories listed
• Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory
  20 Apr 2024 0 repositories listed
• Explainable AI for Fair Sepsis Mortality Predictive Model
  19 Apr 2024 0 repositories listed
• Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data
  18 Apr 2024 0 repositories listed
• CAGE: Causality-Aware Shapley Value for Global Explanations
  17 Apr 2024 0 repositories listed
• Explainable Machine Learning System for Predicting Chronic Kidney Disease in High-Risk Cardiovascular Patients
  17 Apr 2024 0 repositories listed
• Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models
  15 Apr 2024 0 repositories listed
• SemHARQ: Semantic-Aware HARQ for Multi-task Semantic Communications
  12 Apr 2024 0 repositories listed
• Accurate estimation of feature importance faithfulness for tree models
  4 Apr 2024 0 repositories listed
• Fair MP-BOOST: Fair and Interpretable Minipatch Boosting
  1 Apr 2024 0 repositories listed
• Towards Stable Machine Learning Model Retraining via Slowly Varying Sequences
  28 Mar 2024 0 repositories listed
• Analyzing Domestic Violence through Exploratory Data Analysis and Explainable Ensemble Learning Insights
  22 Mar 2024 0 repositories listed
• Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease
  5 Mar 2024 0 repositories listed
• A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications
  4 Mar 2024 0 repositories listed
• Embracing Uncertainty Flexibility: Harnessing a Supervised Tree Kernel to Empower Ensemble Modelling for 2D Echocardiography-Based Prediction of Right Ventricular Volume
  4 Mar 2024 0 repositories listed
• Root Causing Prediction Anomalies Using Explainable AI
  4 Mar 2024 0 repositories listed
• AcME-AD: Accelerated Model Explanations for Anomaly Detection
  2 Mar 2024 0 repositories listed
• MoodCapture: Depression Detection Using In-the-Wild Smartphone Images
  25 Feb 2024 0 repositories listed
• On the Potential of Network-Based Features for Fraud Detection
  14 Feb 2024 0 repositories listed
• Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events
  14 Feb 2024 0 repositories listed
• Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types
  31 Jan 2024 0 repositories listed
• Federated unsupervised random forest for privacy-preserving patient stratification
  29 Jan 2024 0 repositories listed
• Evaluating the Determinants of Mode Choice Using Statistical and Machine Learning Techniques in the Indian Megacity of Bengaluru
  25 Jan 2024 0 repositories listed
• VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection
  5 Jan 2024 0 repositories listed
• KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI
  30 Dec 2023 0 repositories listed
• Improving the Accuracy and Interpretability of Neural Networks for Wind Power Forecasting
  25 Dec 2023 0 repositories listed
• CGS-Mask: Making Time Series Predictions Intuitive for All
  15 Dec 2023 0 repositories listed
• Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis
  14 Dec 2023 0 repositories listed
• Personalized Decision Supports based on Theory of Mind Modeling and Explainable Reinforcement Learning
  13 Dec 2023 0 repositories listed
• Anytime Approximate Formal Feature Attribution
  12 Dec 2023 0 repositories listed
• A novel feature selection framework for incomplete data
  7 Dec 2023 0 repositories listed
• Class-Discriminative Attention Maps for Vision Transformers
  4 Dec 2023 0 repositories listed
• Enhancing Explainability in Mobility Data Science through a combination of methods
  1 Dec 2023 0 repositories listed
• Data-Driven Modelling for Harmonic Current Emission in Low-Voltage Grid Using MCReSANet with Interpretability Analysis
  26 Nov 2023 0 repositories listed
• Towards Auditing Large Language Models: Improving Text-based Stereotype Detection
  23 Nov 2023 0 repositories listed
• Iterative missing value imputation based on feature importance
  14 Nov 2023 0 repositories listed
• Uncertainty estimation of machine learning spatial precipitation predictions from satellite data
  13 Nov 2023 0 repositories listed
• Predicting the First Response Latency of Maintainers and Contributors in Pull Requests
  13 Nov 2023 0 repositories listed
• CrossEAI: Using Explainable AI to generate better bounding boxes for Chest X-ray images
  29 Oct 2023 0 repositories listed
• Popularity, face and voice: Predicting and interpreting livestreamers' retail performance using machine learning techniques
  29 Oct 2023 0 repositories listed
• Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting
  26 Oct 2023 0 repositories listed
• Inside the black box: Neural network-based real-time prediction of US recessions
  26 Oct 2023 0 repositories listed
• On the stability, correctness and plausibility of visual explanation methods based on feature importance
  25 Oct 2023 0 repositories listed
• On Feature Importance and Interpretability of Speaker Representations
  19 Oct 2023 0 repositories listed
• Automatic prediction of mortality in patients with mental illness using electronic health records
  18 Oct 2023 0 repositories listed
• Characterizing climate pathways using feature importance on echo state networks
  12 Oct 2023 0 repositories listed
• Using Spark Machine Learning Models to Perform Predictive Analysis on Flight Ticket Pricing Data
  11 Oct 2023 0 repositories listed
• LIPEx-Locally Interpretable Probabilistic Explanations-To Look Beyond The True Class
  7 Oct 2023 0 repositories listed
• Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates
  6 Oct 2023 0 repositories listed
• Less is More: On the Feature Redundancy of Pretrained Models When Transferring to Few-shot Tasks
  5 Oct 2023 0 repositories listed
• ML4EJ: Decoding the Role of Urban Features in Shaping Environmental Injustice Using Interpretable Machine Learning
  3 Oct 2023 0 repositories listed
• Modality-aware Transformer for Financial Time series Forecasting
  2 Oct 2023 0 repositories listed
• Anomaly Detection in Power Generation Plants with Generative Adversarial Networks
  30 Sep 2023 0 repositories listed
• Axiomatic Aggregations of Abductive Explanations
  29 Sep 2023 0 repositories listed
• Explainable machine learning-based prediction model for diabetic nephropathy
  27 Sep 2023 0 repositories listed
• Machine Learning Based Analytics for the Significance of Gait Analysis in Monitoring and Managing Lower Extremity Injuries
  27 Sep 2023 0 repositories listed
• A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection
  22 Sep 2023 0 repositories listed
• Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation
  22 Sep 2023 0 repositories listed
• Visualizing Topological Importance: A Class-Driven Approach
  22 Sep 2023 0 repositories listed
• TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection
  14 Sep 2023 0 repositories listed
• Causality-Based Feature Importance Quantifying Methods: PN-FI, PS-FI and PNS-FI
  28 Aug 2023 0 repositories listed
• MMBAttn: Max-Mean and Bit-wise Attention for CTR Prediction
  25 Aug 2023 0 repositories listed
• Predicting Drug Solubility Using Different Machine Learning Methods -- Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network
  23 Aug 2023 0 repositories listed
• An interpretable deep learning method for bearing fault diagnosis
  20 Aug 2023 0 repositories listed
• A coupled-mechanisms modelling framework for neurodegeneration
  10 Aug 2023 0 repositories listed
• Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models
  8 Aug 2023 0 repositories listed
• Feature Importance versus Feature Influence and What It Signifies for Explainable AI
  7 Aug 2023 0 repositories listed
• Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke
  4 Aug 2023 0 repositories listed
• Turning hazardous volatile matter compounds into fuel by catalytic steam reforming: An evolutionary machine learning approach
  25 Jul 2023 0 repositories listed
• FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation
  20 Jul 2023 0 repositories listed
• Beyond Single-Feature Importance with ICECREAM
  19 Jul 2023 0 repositories listed
• An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness
  18 Jul 2023 0 repositories listed
• On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
  13 Jul 2023 0 repositories listed
• SHAP@k:Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features
  10 Jul 2023 0 repositories listed
• Predicting Outcomes in Long COVID Patients with Spatiotemporal Attention
  7 Jul 2023 0 repositories listed
• Grad-FEC: Unequal Loss Protection of Deep Features in Collaborative Intelligence
  4 Jul 2023 0 repositories listed
• Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods
  27 Jun 2023 0 repositories listed
• Explainability is NOT a Game
  27 Jun 2023 0 repositories listed
• Retrieval of Boost Invariant Symbolic Observables via Feature Importance
  23 Jun 2023 0 repositories listed
• Upscaling Global Hourly GPP with Temporal Fusion Transformer (TFT)
  23 Jun 2023 0 repositories listed
• Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes
  16 Jun 2023 0 repositories listed
• Calculating and Visualizing Counterfactual Feature Importance Values
  10 Jun 2023 0 repositories listed
• Effects of heavy metal exposure on hypertension: A machine learning modeling approach
  6 Jun 2023 0 repositories listed
• Interpretable Multimodal Emotion Recognition using Facial Features and Physiological Signals
  5 Jun 2023 0 repositories listed