Browse State-of-the-Art › feature selection › Papers, page 11
feature selection
Papers archive 2025-07-28
archive papers tagged: 2,971 · with a code link: 707 · where Syntology ran a sample: 85 (71 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (85 of 2,971 tagged: 71 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)
Page 11 of 30: papers 1,001 to 1,100 of 2,971, 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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Simple Perturbations Subvert Ethereum Phishing Transactions Detection: An Empirical Analysis6 Aug 2024 0 repositories listed
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Cost-constrained multi-label group feature selection using shadow features3 Aug 2024 0 repositories listed
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Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality3 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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Optimizing Disease Prediction with Artificial Intelligence Driven Feature Selection and Attention Networks31 Jul 2024 0 repositories listed
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Task-Oriented Communication for Vehicle-to-Infrastructure Cooperative Perception30 Jul 2024 0 repositories listed
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Unmasking unlearnable models: a classification challenge for biomedical images without visible cues29 Jul 2024 0 repositories listed
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A data balancing approach towards design of an expert system for Heart Disease Prediction26 Jul 2024 0 repositories listed
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Capturing the security expert knowledge in feature selection for web application attack detection26 Jul 2024 0 repositories listed
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Utilising Explainable Techniques for Quality Prediction in a Complex Textiles Manufacturing Use Case26 Jul 2024 0 repositories listed
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Cross-Vendor Reproducibility of Radiomics-based Machine Learning Models for Computer-aided Diagnosis25 Jul 2024 0 repositories listed
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Enhancing Diversity in Multi-objective Feature Selection25 Jul 2024 0 repositories listed
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COEFF-KANs: A Paradigm to Address the Electrolyte Field with KANs24 Jul 2024 0 repositories listed
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Cascaded two-stage feature clustering and selection via separability and consistency in fuzzy decision systems22 Jul 2024 0 repositories listed
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Development of Multistage Machine Learning Classifier using Decision Trees and Boosting Algorithms over Darknet Network Traffic22 Jul 2024 0 repositories listed
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Early Recognition of Parkinson's Disease Through Acoustic Analysis and Machine Learning22 Jul 2024 0 repositories listed
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HIERVAR: A Hierarchical Feature Selection Method for Time Series Analysis22 Jul 2024 0 repositories listed
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Revisiting Score Function Estimators for k-Subset Sampling22 Jul 2024 0 repositories listed
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Automatic Real-word Error Correction in Persian Text20 Jul 2024 0 repositories listed
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Advanced Predictive Modeling for Enhanced Mortality Prediction in ICU Stroke Patients Using Clinical Data19 Jul 2024 0 repositories listed
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Two new feature selection methods based on learn-heuristic techniques for breast cancer prediction: A comprehensive analysis19 Jul 2024 0 repositories listed
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Discussion: Effective and Interpretable Outcome Prediction by Training Sparse Mixtures of Linear Experts18 Jul 2024 0 repositories listed
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Driving pattern interpretation based on action phases clustering17 Jul 2024 0 repositories listed
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Multistep Brent Oil Price Forecasting with a Multi-Aspect Meta-heuristic Optimization and Ensemble Deep Learning Model15 Jul 2024 0 repositories listed
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PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition13 Jul 2024 0 repositories listed
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Spectral Self-supervised Feature Selection12 Jul 2024 0 repositories listed
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Explainable AI for Enhancing Efficiency of DL-based Channel Estimation9 Jul 2024 0 repositories listed
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Fine-grained large-scale content recommendations for MSX sellers9 Jul 2024 0 repositories listed
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Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging9 Jul 2024 0 repositories listed
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TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification9 Jul 2024 0 repositories listed
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Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation8 Jul 2024 0 repositories listed
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LeDNet: Localization-enabled Deep Neural Network for Multi-Label Radiography Image Classification4 Jul 2024 0 repositories listed
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Comparing Feature-based and Context-aware Approaches to PII Generalization Level Prediction3 Jul 2024 0 repositories listed
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CRUISE on Quantum Computing for Feature Selection in Recommender Systems3 Jul 2024 0 repositories listed
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Impact of Financial Literacy on Investment Decisions and Stock Market Participation using Extreme Learning Machines3 Jul 2024 0 repositories listed
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LLM-Select: Feature Selection with Large Language Models2 Jul 2024 0 repositories listed
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A review of feature selection strategies utilizing graph data structures and knowledge graphs21 Jun 2024 0 repositories listed
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Fair Streaming Feature Selection20 Jun 2024 0 repositories listed
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A Hybrid Intelligent System for Protection of Transmission Lines Connected to PV Farms based on Linear Trends19 Jun 2024 0 repositories listed
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Enhancing supply chain security with automated machine learning19 Jun 2024 0 repositories listed
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Network-community analysis of cellular senescence19 Jun 2024 0 repositories listed
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Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection18 Jun 2024 0 repositories listed
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k-Submodular Interdiction Problems under Distributional Risk-Receptiveness and Robustness: Application to Machine Learning18 Jun 2024 0 repositories listed
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Matching Query Image Against Selected NeRF Feature for Efficient and Scalable Localization17 Jun 2024 0 repositories listed
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Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection13 Jun 2024 0 repositories listed
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Improving Adversarial Robustness via Feature Pattern Consistency Constraint13 Jun 2024 0 repositories listed
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Efficient Network Traffic Feature Sets for IoT Intrusion Detection12 Jun 2024 0 repositories listed
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On the Limitation of Kernel Dependence Maximization for Feature Selection11 Jun 2024 0 repositories listed
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Training Dynamics of Nonlinear Contrastive Learning Model in the High Dimensional Limit11 Jun 2024 0 repositories listed
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Efficient Beamforming Feedback Information-Based Wi-Fi Sensing by Feature Selection9 Jun 2024 0 repositories listed
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Development and Validation of a Deep-Learning Model for Differential Treatment Benefit Prediction for Adults with Major Depressive Disorder Deployed in the Artificial Intelligence in Depression Medication Enhancement (AIDME) Study7 Jun 2024 0 repositories listed
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Evaluating Feature Selection Methods for Macro-Economic Forecasting, Applied for Inflation Indicator of Iran6 Jun 2024 0 repositories listed
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Sensitivity Assessing to Data Volume for forecasting: introducing similarity methods as a suitable one in Feature selection methods6 Jun 2024 0 repositories listed
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Reweighted Solutions for Weighted Low Rank Approximation4 Jun 2024 0 repositories listed
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Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks3 Jun 2024 0 repositories listed
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Gated recurrent neural network with TPE Bayesian optimization for enhancing stock index prediction accuracy2 Jun 2024 0 repositories listed
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Superfast Selection for Decision Tree Algorithms31 May 2024 0 repositories listed
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Dynamic feature selection in medical predictive monitoring by reinforcement learning30 May 2024 0 repositories listed
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Exploring Key Factors for Long-Term Vessel Incident Risk Prediction30 May 2024 0 repositories listed
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Texture-guided Coding for Deep Features30 May 2024 0 repositories listed
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GIST: Greedy Independent Set Thresholding for Diverse Data Summarization29 May 2024 0 repositories listed
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GOI: Find 3D Gaussians of Interest with an Optimizable Open-vocabulary Semantic-space Hyperplane27 May 2024 0 repositories listed
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Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification24 May 2024 0 repositories listed
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Risk Factor Identification In Osteoporosis Using Unsupervised Machine Learning Techniques24 May 2024 0 repositories listed
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From SHAP Scores to Feature Importance Scores20 May 2024 0 repositories listed
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An Autoencoder and Generative Adversarial Networks Approach for Multi-Omics Data Imbalanced Class Handling and Classification16 May 2024 0 repositories listed
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Dual-band feature selection for maturity classification of specialty crops by hyperspectral imaging16 May 2024 0 repositories listed
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Machine Learning Driven Biomarker Selection for Medical Diagnosis16 May 2024 0 repositories listed
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Compressive Feature Selection for Remote Visual Multi-Task Inference15 May 2024 0 repositories listed
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Optimizing Sales Forecasts through Automated Integration of Market Indicators15 May 2024 0 repositories listed
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Sparse Domain Transfer via Elastic Net Regularization13 May 2024 0 repositories listed
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Class-relevant Patch Embedding Selection for Few-Shot Image Classification6 May 2024 0 repositories listed
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Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey6 May 2024 0 repositories listed
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Improved and Explainable Cervical Cancer Classification using Ensemble Pooling of Block Fused Descriptors1 May 2024 0 repositories listed
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FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment1 May 2024 0 repositories listed
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Joint Optimization of Piecewise Linear Ensembles1 May 2024 0 repositories listed
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GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes28 Apr 2024 0 repositories listed
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Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping27 Apr 2024 0 repositories listed
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Automated Model Selection for Generalized Linear Models25 Apr 2024 0 repositories listed
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Timely Communications for Remote Inference25 Apr 2024 0 repositories listed
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Interpretable Prediction and Feature Selection for Survival Analysis23 Apr 2024 0 repositories listed
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Minimum Description Feature Selection for Complexity Reduction in Machine Learning-based Wireless Positioning21 Apr 2024 0 repositories listed
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Beyond development: Challenges in deploying machine learning models for structural engineering applications18 Apr 2024 0 repositories listed
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Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data18 Apr 2024 0 repositories listed
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Lower Limb Movements Recognition Based on Feature Recursive Elimination and Backpropagation Neural Network17 Apr 2024 0 repositories listed
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Feature selection in linear SVMs via a hard cardinality constraint: a scalable SDP decomposition approach15 Apr 2024 0 repositories listed
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Fast Genetic Algorithm for feature selection -- A qualitative approximation approach5 Apr 2024 0 repositories listed
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Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection5 Apr 2024 0 repositories listed
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Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study3 Apr 2024 0 repositories listed
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Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach1 Apr 2024 0 repositories listed
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Artificial Intelligence (AI) Based Prediction of Mortality, for COVID-19 Patients28 Mar 2024 0 repositories listed
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Evaluating Fair Feature Selection in Machine Learning for Healthcare28 Mar 2024 0 repositories listed
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Thelxinoë: Recognizing Human Emotions Using Pupillometry and Machine Learning27 Mar 2024 0 repositories listed
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Automated Feature Selection for Inverse Reinforcement Learning22 Mar 2024 0 repositories listed
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Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems22 Mar 2024 0 repositories listed
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Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets21 Mar 2024 0 repositories listed
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Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression20 Mar 2024 0 repositories listed
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Automated data processing and feature engineering for deep learning and big data applications: a survey18 Mar 2024 0 repositories listed
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Graph Regularized NMF with L20-norm for Unsupervised Feature Learning16 Mar 2024 0 repositories listed
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Missing Data Imputation With Granular Semantics and AI-driven Pipeline for Bankruptcy Prediction15 Mar 2024 0 repositories listed