Browse State-of-the-Art › Feature Importance › Papers, page 5
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 5 of 9: papers 401 to 500 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.
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Evaluating Spoken Language as a Biomarker for Automated Screening of Cognitive Impairment30 Jan 2025 0 repositories listed
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Analysis of Zero Day Attack Detection Using MLP and XAI28 Jan 2025 0 repositories listed
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Permutation-based multi-objective evolutionary feature selection for high-dimensional data24 Jan 2025 0 repositories listed
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Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation23 Jan 2025 0 repositories listed
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GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease20 Jan 2025 0 repositories listed
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Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders19 Jan 2025 0 repositories listed
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FORLAPS: An Innovative Data-Driven Reinforcement Learning Approach for Prescriptive Process Monitoring17 Jan 2025 0 repositories listed
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An AI-driven framework for rapid and localized optimizations of urban open spaces14 Jan 2025 0 repositories listed
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COMIX: Compositional Explanations using Prototypes10 Jan 2025 0 repositories listed
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Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant Data10 Jan 2025 0 repositories listed
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Explainable Reinforcement Learning for Formula One Race Strategy7 Jan 2025 0 repositories listed
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Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy7 Jan 2025 0 repositories listed
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Explaining Humour Style Classifications: An XAI Approach to Understanding Computational Humour Analysis6 Jan 2025 0 repositories listed
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Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction6 Jan 2025 0 repositories listed
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Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text6 Jan 2025 0 repositories listed
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DiffCAM: Data-Driven Saliency Maps by Capturing Feature Differences1 Jan 2025 0 repositories listed
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Assets Forecasting with Feature Engineering and Transformation Methods for LightGBM27 Dec 2024 0 repositories listed
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Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading26 Dec 2024 0 repositories listed
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Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading19 Dec 2024 0 repositories listed
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Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study18 Dec 2024 0 repositories listed
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Predicting change in time production -- A machine learning approach to time perception17 Dec 2024 0 repositories listed
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S&P 500 Trend Prediction16 Dec 2024 0 repositories listed
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Assessing high-order effects in feature importance via predictability decomposition13 Dec 2024 0 repositories listed
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AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems11 Dec 2024 0 repositories listed
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Leveraging Black-box Models to Assess Feature Importance in Unconditional Distribution7 Dec 2024 0 repositories listed
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Multiclass Post-Earthquake Building Assessment Integrating High-Resolution Optical and SAR Satellite Imagery, Ground Motion, and Soil Data with Transformers5 Dec 2024 0 repositories listed
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Uniform Discretized Integrated Gradients: An effective attribution based method for explaining large language models5 Dec 2024 0 repositories listed
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Crash Severity Risk Modeling Strategies under Data Imbalance3 Dec 2024 0 repositories listed
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Investigating the importance of social vulnerability in opioid-related mortality across the United States3 Dec 2024 0 repositories listed
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VR Based Emotion Recognition Using Deep Multimodal Fusion With Biosignals Across Multiple Anatomical Domains3 Dec 2024 0 repositories listed
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Classifying Simulated Gait Impairments using Privacy-preserving Explainable Artificial Intelligence and Mobile Phone Videos2 Dec 2024 0 repositories listed
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Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability2 Dec 2024 0 repositories listed
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Integrative CAM: Adaptive Layer Fusion for Comprehensive Interpretation of CNNs2 Dec 2024 0 repositories listed
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Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and GPT-simulated raters30 Nov 2024 0 repositories listed
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Visual Error Patterns in Multi-Modal AI: A Statistical Approach27 Nov 2024 0 repositories listed
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A Graph Neural Network deep-dive into successful counterattacks26 Nov 2024 0 repositories listed
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CatNet: Controlling the False Discovery Rate in LSTM with SHAP Feature Importance and Gaussian Mirrors25 Nov 2024 0 repositories listed
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Research on Effectiveness Evaluation and Optimization of Baseball Teaching Method Based on Machine Learning24 Nov 2024 0 repositories listed
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Interpretable QSPR Modeling using Recursive Feature Machines and Multi-scale Fingerprints21 Nov 2024 0 repositories listed
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Exploring Non-Linear Effects of Built Environment on Travel Using an Integrated Machine Learning and Inferential Modeling Approach: A Three-Wave Repeated Cross-Sectional Study19 Nov 2024 0 repositories listed
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STRisk: A Socio-Technical Approach to Assess Hacking Breaches Risk19 Nov 2024 0 repositories listed
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Feature Importance of Climate Vulnerability Indicators with Gradient Boosting across Five Global Cities15 Nov 2024 0 repositories listed
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Machine learning approaches to explore important features behind bird flight modes13 Nov 2024 0 repositories listed
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Mapping Methane -- The Impact of Dairy Farm Practices on Emissions Through Satellite Data and Machine Learning13 Nov 2024 0 repositories listed
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Enhancing Phishing Detection through Feature Importance Analysis and Explainable AI: A Comparative Study of CatBoost, XGBoost, and EBM Models11 Nov 2024 0 repositories listed
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Predictors of disease outbreaks at continentalscale in the African region: Insights and predictions with geospatial artificial intelligence using earth observations and routine disease surveillance data10 Nov 2024 0 repositories listed
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Exploring Feature Importance and Explainability Towards Enhanced ML-Based DoS Detection in AI Systems4 Nov 2024 0 repositories listed
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BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging3 Nov 2024 0 repositories listed
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Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers3 Nov 2024 0 repositories listed
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Enhancing Osteoporosis Detection: An Explainable Multi-Modal Learning Framework with Feature Fusion and Variable Clustering1 Nov 2024 0 repositories listed
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Development and Comparative Analysis of Machine Learning Models for Hypoxemia Severity Triage in CBRNE Emergency Scenarios Using Physiological and Demographic Data from Medical-Grade Devices30 Oct 2024 0 repositories listed
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EEG-based Multimodal Representation Learning for Emotion Recognition29 Oct 2024 0 repositories listed
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Data-Driven Transient Stability Assessment of Power Systems with a Novel GHM-Enhanced CatBoost Algorithm24 Oct 2024 0 repositories listed
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Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation24 Oct 2024 0 repositories listed
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QIXAI: A Quantum-Inspired Framework for Enhancing Classical and Quantum Model Transparency and Understanding21 Oct 2024 0 repositories listed
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Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability18 Oct 2024 0 repositories listed
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Mixed Attention Transformer Enhanced Channel Estimation for Extremely Large-Scale MIMO Systems18 Oct 2024 0 repositories listed
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Interpreting Inflammation Prediction Model via Tag-based Cohort Explanation17 Oct 2024 0 repositories listed
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Global Censored Quantile Random Forest16 Oct 2024 0 repositories listed
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A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets14 Oct 2024 0 repositories listed
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Unlearning-based Neural Interpretations10 Oct 2024 0 repositories listed
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An Approach To Enhance IoT Security In 6G Networks Through Explainable AI4 Oct 2024 0 repositories listed
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Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach2 Oct 2024 0 repositories listed
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Integrating Protein Sequence and Expression Level to Analysis Molecular Characterization of Breast Cancer Subtypes2 Oct 2024 0 repositories listed
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Sufficient and Necessary Explanations (and What Lies in Between)30 Sep 2024 0 repositories listed
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Implementing NLPs in industrial process modeling: Addressing Categorical Variables27 Sep 2024 0 repositories listed
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Random Forest Regression Feature Importance for Climate Impact Pathway Detection25 Sep 2024 0 repositories listed
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Generative LLM Powered Conversational AI Application for Personalized Risk Assessment: A Case Study in COVID-1923 Sep 2024 0 repositories listed
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Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data20 Sep 2024 0 repositories listed
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Efficient Milling Quality Prediction with Explainable Machine Learning16 Sep 2024 0 repositories listed
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Feature Importance in Pedestrian Intention Prediction: A Context-Aware Review11 Sep 2024 0 repositories listed
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Mapping Biomedical Ontology Terms to IDs: Effect of Domain Prevalence on Prediction Accuracy11 Sep 2024 0 repositories listed
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Effect of Clinical History on Predictive Model Performance for Renal Complications of Diabetes10 Sep 2024 0 repositories listed
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Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources4 Sep 2024 0 repositories listed
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Optimizing Mortality Prediction for ICU Heart Failure Patients: Leveraging XGBoost and Advanced Machine Learning with the MIMIC-III Database3 Sep 2024 0 repositories listed
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From Predictive Importance to Causality: Which Machine Learning Model Reflects Reality?1 Sep 2024 0 repositories listed
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Error-controlled non-additive interaction discovery in machine learning models30 Aug 2024 0 repositories listed
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Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations23 Aug 2024 0 repositories listed
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DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation21 Aug 2024 0 repositories listed
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Shapley Marginal Surplus for Strong Models16 Aug 2024 0 repositories listed
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Cognitive Networks and Performance Drive fMRI-Based State Classification Using DNN Models14 Aug 2024 0 repositories listed
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A Pipeline for Data-Driven Learning of Topological Features with Applications to Protein Stability Prediction9 Aug 2024 0 repositories listed
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Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques2 Aug 2024 0 repositories listed
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Forecasting Automotive Supply Chain Shortfalls with Heterogeneous Time Series23 Jul 2024 0 repositories listed
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TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes23 Jul 2024 0 repositories listed
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DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks19 Jul 2024 0 repositories listed
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Evaluating graph-based explanations for AI-based recommender systems17 Jul 2024 0 repositories listed
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Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories12 Jul 2024 0 repositories listed
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Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing11 Jul 2024 0 repositories listed
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XAI-Guided Enhancement of Vegetation Indices for Crop Mapping11 Jul 2024 0 repositories listed
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DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification4 Jul 2024 0 repositories listed
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AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI27 Jun 2024 0 repositories listed
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Fault Detection for agents on power grid topology optimization: A Comprehensive analysis24 Jun 2024 0 repositories listed
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Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis24 Jun 2024 0 repositories listed
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Privacy Implications of Explainable AI in Data-Driven Systems22 Jun 2024 0 repositories listed
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Multi-level Phenotypic Models of Cardiovascular Disease and Obstructive Sleep Apnea Comorbidities: A Longitudinal Wisconsin Sleep Cohort Study19 Jun 2024 0 repositories listed
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Machine Learning Based Prediction of Proton Conductivity in Metal-Organic Frameworks18 Jun 2024 0 repositories listed
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Multi-LLM QA with Embodied Exploration16 Jun 2024 0 repositories listed
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FeatNavigator: Automatic Feature Augmentation on Tabular Data13 Jun 2024 0 repositories listed
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Deep reinforcement learning with positional context for intraday trading12 Jun 2024 0 repositories listed