Browse State-of-the-Art › feature selection › Papers, page 10
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 10 of 30: papers 901 to 1,000 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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An Evolutional Neural Network Framework for Classification of Microarray Data20 Nov 2024 0 repositories listed
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K-means Derived Unsupervised Feature Selection using Improved ADMM19 Nov 2024 0 repositories listed
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Feature Selection for Network Intrusion Detection18 Nov 2024 0 repositories listed
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Implicit Regularization for Multi-label Feature Selection18 Nov 2024 0 repositories listed
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Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML17 Nov 2024 0 repositories listed
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Is Graph Convolution Always Beneficial For Every Feature?12 Nov 2024 0 repositories listed
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Effect sizes as a statistical feature-selector-based learning to detect breast cancer11 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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Feature Selection Based on Wasserstein Distance11 Nov 2024 0 repositories listed
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Intelligent Green Efficiency for Intrusion Detection11 Nov 2024 0 repositories listed
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Exploring social bots: A feature-based approach to improve bot detection in social networks10 Nov 2024 0 repositories listed
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MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning10 Nov 2024 0 repositories listed
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The effect of different feature selection methods on models created with XGBoost8 Nov 2024 0 repositories listed
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Topology-aware Reinforcement Feature Space Reconstruction for Graph Data8 Nov 2024 0 repositories listed
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Human-in-the-Loop Feature Selection Using Interpretable Kolmogorov-Arnold Network-based Double Deep Q-Network6 Nov 2024 0 repositories listed
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Blending Ensemble for Classification with Genetic-algorithm generated Alpha factors and Sentiments (GAS)5 Nov 2024 0 repositories listed
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LLM-based Framework for Bearing Fault Diagnosis5 Nov 2024 0 repositories listed
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Solving Trojan Detection Competitions with Linear Weight Classification5 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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A Numerical Assessment for Predicting Human Development Index (HDI) Trends in the GCC Countries2 Nov 2024 0 repositories listed
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Axiomatic Explainer Globalness via Optimal Transport2 Nov 2024 0 repositories listed
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Class-specific feature selection for classification explainability2 Nov 2024 0 repositories listed
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Interpretable Embeddings for Segmentation-Free Single-Cell Analysis in Multiplex Imaging2 Nov 2024 0 repositories listed
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Efficient Model Compression for Bayesian Neural Networks1 Nov 2024 0 repositories listed
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Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals31 Oct 2024 0 repositories listed
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Automatic feature selection and weighting in molecular systems using Differentiable Information Imbalance30 Oct 2024 0 repositories listed
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FoLDTree: A ULDA-Based Decision Tree Framework for Efficient Oblique Splits and Feature Selection30 Oct 2024 0 repositories listed
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DiffSTR: Controlled Diffusion Models for Scene Text Removal29 Oct 2024 0 repositories listed
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Economic Diversification and Social Progress in the GCC Countries: A Study on the Transition from Oil-Dependency to Knowledge-Based Economies28 Oct 2024 0 repositories listed
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Forecasting Political Stability in GCC Countries28 Oct 2024 0 repositories listed
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Safety and Security Dynamics in Gulf Cooperation Council (GCC) Countries: A Machine Learning Approach to Forecasting Security Trends28 Oct 2024 0 repositories listed
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Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning27 Oct 2024 0 repositories listed
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Unsupervised Feature Selection Algorithm Based on Dual Manifold Re-ranking27 Oct 2024 0 repositories listed
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Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models25 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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High-dimensional prediction for count response via sparse exponential weights20 Oct 2024 0 repositories listed
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Performance-Driven QUBO for Recommender Systems on Quantum Annealers20 Oct 2024 0 repositories listed
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Unsupervised feature selection algorithm framework based on neighborhood interval disturbance fusion20 Oct 2024 0 repositories listed
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A Recommendation Model Utilizing Separation Embedding and Self-Attention for Feature Mining19 Oct 2024 0 repositories listed
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Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation19 Oct 2024 0 repositories listed
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A Bioinformatic Approach Validated Utilizing Machine Learning Algorithms to Identify Relevant Biomarkers and Crucial Pathways in Gallbladder Cancer18 Oct 2024 0 repositories listed
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Causally-Aware Unsupervised Feature Selection Learning16 Oct 2024 0 repositories listed
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Leveraging Spatial Attention and Edge Context for Optimized Feature Selection in Visual Localization16 Oct 2024 0 repositories listed
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A Survey on Deep Tabular Learning15 Oct 2024 0 repositories listed
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EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface15 Oct 2024 0 repositories listed
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Large-scale Multi-objective Feature Selection: A Multi-phase Search Space Shrinking Approach13 Oct 2024 0 repositories listed
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Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection13 Oct 2024 0 repositories listed
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CoTCoNet: An Optimized Coupled Transformer-Convolutional Network with an Adaptive Graph Reconstruction for Leukemia Detection11 Oct 2024 0 repositories listed
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DPL: Cross-quality DeepFake Detection via Dual Progressive Learning10 Oct 2024 0 repositories listed
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Precision Cancer Classification and Biomarker Identification from mRNA Gene Expression via Dimensionality Reduction and Explainable AI8 Oct 2024 0 repositories listed
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An Attention-Based Algorithm for Gravity Adaptation Zone Calibration6 Oct 2024 0 repositories listed
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Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection4 Oct 2024 0 repositories listed
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Ranking Perspective for Tree-based Methods with Applications to Symbolic Feature Selection3 Oct 2024 0 repositories listed
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Iterated Local Search with Linkage Learning2 Oct 2024 0 repositories listed
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Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification2 Oct 2024 0 repositories listed
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Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare1 Oct 2024 0 repositories listed
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Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach1 Oct 2024 0 repositories listed
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Knowledge Discovery using Unsupervised Cognition30 Sep 2024 0 repositories listed
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Boosting SISSO Performance on Small Sample Datasets by Using Random Forests Prescreening for Complex Feature Selection28 Sep 2024 0 repositories listed
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Sparse Modelling for Feature Learning in High Dimensional Data28 Sep 2024 0 repositories listed
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Defect Prediction with Content-based Features27 Sep 2024 0 repositories listed
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A Survey for Deep Reinforcement Learning Based Network Intrusion Detection25 Sep 2024 0 repositories listed
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Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution25 Sep 2024 0 repositories listed
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UICE-MIRNet guided image enhancement for underwater object detection24 Sep 2024 0 repositories listed
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Not Only the Last-Layer Features for Spurious Correlations: All Layer Deep Feature Reweighting23 Sep 2024 0 repositories listed
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Causal Feature Selection Method for Contextual Multi-Armed Bandits in Recommender System20 Sep 2024 0 repositories listed
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Deep Fast Machine Learning Utils: A Python Library for Streamlined Machine Learning Prototyping14 Sep 2024 0 repositories listed
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FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection13 Sep 2024 0 repositories listed
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NeSHFS: Neighborhood Search with Heuristic-based Feature Selection for Click-Through Rate Prediction13 Sep 2024 0 repositories listed
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Personalized Weight Loss Management through Wearable Devices and Artificial Intelligence13 Sep 2024 0 repositories listed
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Training Gradient Boosted Decision Trees on Tabular Data Containing Label Noise for Classification Tasks13 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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A Novel Perturb-ability Score to Mitigate Evasion Adversarial Attacks on Flow-Based ML-NIDS11 Sep 2024 0 repositories listed
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Nearest Neighbor CCP-Based Molecular Sequence Analysis7 Sep 2024 0 repositories listed
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Reprojection Errors as Prompts for Efficient Scene Coordinate Regression6 Sep 2024 0 repositories listed
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Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF6 Sep 2024 0 repositories listed
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Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis5 Sep 2024 0 repositories listed
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Optimizing Feature Selection with Genetic Algorithms: A Review of Methods and Applications5 Sep 2024 0 repositories listed
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Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data5 Sep 2024 0 repositories listed
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Comparative Analysis of Learning-Based Methods for Transient Stability Assessment3 Sep 2024 0 repositories listed
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Estimating Joint interventional distributions from marginal interventional data3 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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Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging31 Aug 2024 0 repositories listed
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EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More29 Aug 2024 0 repositories listed
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FA-YOLO: Research On Efficient Feature Selection YOLO Improved Algorithm Based On FMDS and AGMF Modules29 Aug 2024 0 repositories listed
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A Novel Denoising Technique and Deep Learning Based Hybrid Wind Speed Forecasting Model for Variable Terrain Conditions28 Aug 2024 0 repositories listed
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Generalized Naive Bayes28 Aug 2024 0 repositories listed
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EMG-Based Hand Gesture Recognition through Diverse Domain Feature Enhancement and Machine Learning-Based Approach25 Aug 2024 0 repositories listed
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EUR-USD Exchange Rate Forecasting Based on Information Fusion with Large Language Models and Deep Learning Methods23 Aug 2024 0 repositories listed
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Exploring Large Language Models for Feature Selection: A Data-centric Perspective21 Aug 2024 0 repositories listed
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Feature Selection from Differentially Private Correlations20 Aug 2024 0 repositories listed
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Improved Differential Evolution based Feature Selection through Quantum, Chaos, and Lasso20 Aug 2024 0 repositories listed
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Can an unsupervised clustering algorithm reproduce a categorization system?19 Aug 2024 0 repositories listed
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Causality-Inspired Models for Financial Time Series Forecasting19 Aug 2024 0 repositories listed
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A novel fusion of Sentinel-1 and Sentinel-2 with climate data for crop phenology estimation using Machine Learning16 Aug 2024 0 repositories listed
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Quantifying the Effectiveness of Student Organization Activities using Natural Language Processing16 Aug 2024 0 repositories listed
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Quantum Annealing for Enhanced Feature Selection in Single-Cell RNA Sequencing Data Analysis16 Aug 2024 0 repositories listed
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Towards Efficient Machine Learning Method for IoT DDoS Attack Detection16 Aug 2024 0 repositories listed
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Classification of High-dimensional Time Series in Spectral Domain using Explainable Features15 Aug 2024 0 repositories listed
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Pan-cancer gene set discovery via scRNA-seq for optimal deep learning based downstream tasks13 Aug 2024 0 repositories listed