Browse State-of-the-Art › feature selection › Papers, page 9
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 9 of 30: papers 801 to 900 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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Vision Transformer for Intracranial Hemorrhage Classification in CT Scans Using an Entropy-Aware Fuzzy Integral Strategy for Adaptive Scan-Level Decision Fusion11 Mar 2025 0 repositories listed
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ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation8 Mar 2025 0 repositories listed
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Malware Classification from Memory Dumps Using Machine Learning, Transformers, and Large Language Models4 Mar 2025 0 repositories listed
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Use Me Wisely: AI-Driven Assessment for LLM Prompting Skills Development4 Mar 2025 0 repositories listed
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Efficient or Powerful? Trade-offs Between Machine Learning and Deep Learning for Mental Illness Detection on Social Media3 Mar 2025 0 repositories listed
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PhishVQC: Optimizing Phishing URL Detection with Correlation Based Feature Selection and Variational Quantum Classifier3 Mar 2025 0 repositories listed
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Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification27 Feb 2025 0 repositories listed
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Quantum Annealing Feature Selection on Light-weight Medical Image Datasets26 Feb 2025 0 repositories listed
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Enhancing Image Matting in Real-World Scenes with Mask-Guided Iterative Refinement24 Feb 2025 0 repositories listed
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Assessing a Single Student's Concentration on Learning Platforms: A Machine Learning-Enhanced EEG-Based Framework21 Feb 2025 0 repositories listed
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ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact21 Feb 2025 0 repositories listed
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Financial fraud detection system based on improved random forest and gradient boosting machine (GBM)20 Feb 2025 0 repositories listed
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Predicting Fetal Birthweight from High Dimensional Data using Advanced Machine Learning20 Feb 2025 0 repositories listed
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AI-Assisted Decision Making with Human Learning18 Feb 2025 0 repositories listed
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BOLIMES: Boruta and LIME optiMized fEature Selection for Gene Expression Classification18 Feb 2025 0 repositories listed
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How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning17 Feb 2025 0 repositories listed
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End-to-End triplet loss based fine-tuning for network embedding in effective PII detection13 Feb 2025 0 repositories listed
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A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective12 Feb 2025 0 repositories listed
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Decision Tree Based Wrappers for Hearing Loss12 Feb 2025 0 repositories listed
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A Study on the Importance of Features in Detecting Advanced Persistent Threats Using Machine Learning11 Feb 2025 0 repositories listed
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Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images10 Feb 2025 0 repositories listed
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Solving Optimal Power Flow on a Data-Budget: Feature Selection on Smart Meter Data10 Feb 2025 0 repositories listed
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Leveraging band diversity for feature selection in EO data7 Feb 2025 0 repositories listed
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Contrastive Learning for Cold Start Recommendation with Adaptive Feature Fusion5 Feb 2025 0 repositories listed
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Deep Learning-Based Approach for Identification of Potato Leaf Diseases Using Wrapper Feature Selection and Feature Concatenation5 Feb 2025 0 repositories listed
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Machine Learning-Driven Student Performance Prediction for Enhancing Tiered Instruction5 Feb 2025 0 repositories listed
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Dementia Classification Using Acoustic Speech and Feature Selection4 Feb 2025 0 repositories listed
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Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation4 Feb 2025 0 repositories listed
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CoHiRF: A Scalable and Interpretable Clustering Framework for High-Dimensional Data1 Feb 2025 0 repositories listed
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Optimizing Feature Selection in Causal Inference: A Three-Stage Computational Framework for Unbiased Estimation1 Feb 2025 0 repositories listed
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SSRepL-ADHD: Adaptive Complex Representation Learning Framework for ADHD Detection from Visual Attention Tasks1 Feb 2025 0 repositories listed
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Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data30 Jan 2025 0 repositories listed
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Investigating Application of Deep Neural Networks in Intrusion Detection System Design27 Jan 2025 0 repositories listed
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Multivariate Feature Selection and Autoencoder Embeddings of Ovarian Cancer Clinical and Genetic Data27 Jan 2025 0 repositories listed
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A Statistical Learning Approach for Feature-Aware Task-to-Core Allocation in Heterogeneous Platforms26 Jan 2025 0 repositories listed
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Efficient and Interpretable Neural Networks Using Complex Lehmer Transform25 Jan 2025 0 repositories listed
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An Efficient Real Time DDoS Detection Model Using Machine Learning Algorithms24 Jan 2025 0 repositories listed
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Distinguishing Parkinson's Patients Using Voice-Based Feature Extraction and Classification24 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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Enhanced Extractor-Selector Framework and Symmetrization Weighted Binary Cross-Entropy for Edge Detections23 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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Forecasting of Bitcoin Prices Using Hashrate Features: Wavelet and Deep Stacking Approach22 Jan 2025 0 repositories listed
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Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection22 Jan 2025 0 repositories listed
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"FRAME: Forward Recursive Adaptive Model Extraction -- A Technique for Advance Feature Selection"21 Jan 2025 0 repositories listed
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A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data20 Jan 2025 0 repositories listed
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DLinear-based Prediction of Remaining Useful Life of Lithium-Ion Batteries: Feature Engineering through Explainable Artificial Intelligence20 Jan 2025 0 repositories listed
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Image Classification Method using Dynamic Quantum Inspired Genetic Algorithm20 Jan 2025 0 repositories listed
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An analysis of the combination of feature selection and machine learning methods for an accurate and timely detection of lung cancer19 Jan 2025 0 repositories listed
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Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation17 Jan 2025 0 repositories listed
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Dataset-Agnostic Recommender Systems13 Jan 2025 0 repositories listed
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Interpretable machine-learning for predicting molecular weight of PLA based on artificial bee colony optimization algorithm and adaptive neurofuzzy inference system13 Jan 2025 0 repositories listed
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A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier12 Jan 2025 0 repositories listed
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MRI Patterns of the Hippocampus and Amygdala for Predicting Stages of Alzheimer's Progression: A Minimal Feature Machine Learning Framework10 Jan 2025 0 repositories listed
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Multi-field Visualization: Trait design and trait-induced merge trees8 Jan 2025 0 repositories listed
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Pixel-Wise Feature Selection for Perceptual Edge Detection without post-processing5 Jan 2025 0 repositories listed
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ED-Filter: Dynamic Feature Filtering for Eating Disorder Classification4 Jan 2025 0 repositories listed
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Empirical Analysis of Nature-Inspired Algorithms for Autism Spectrum Disorder Detection Using 3D Video Dataset2 Jan 2025 0 repositories listed
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Machine Learning-Based Differential Diagnosis of Parkinson's Disease Using Kinematic Feature Extraction and Selection2 Jan 2025 0 repositories listed
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OmniChat: Enhancing Spoken Dialogue Systems with Scalable Synthetic Data for Diverse Scenarios2 Jan 2025 0 repositories listed
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Enhancing Unsupervised Feature Selection via Double Sparsity Constrained Optimization1 Jan 2025 0 repositories listed
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Scale-wise Bidirectional Alignment Network for Referring Remote Sensing Image Segmentation1 Jan 2025 0 repositories listed
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A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation31 Dec 2024 0 repositories listed
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An Integrated Optimization and Deep Learning Pipeline for Predicting Live Birth Success in IVF Using Feature Optimization and Transformer-Based Models27 Dec 2024 0 repositories listed
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Conditional Deep Canonical Time Warping24 Dec 2024 0 repositories listed
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Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM24 Dec 2024 0 repositories listed
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Fréchet regression with implicit denoising and multicollinearity reduction24 Dec 2024 0 repositories listed
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Generative Modeling: A Review24 Dec 2024 0 repositories listed
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U-Mamba-Net: A highly efficient Mamba-based U-net style network for noisy and reverberant speech separation24 Dec 2024 0 repositories listed
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Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction23 Dec 2024 0 repositories listed
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Enhancing web traffic attacks identification through ensemble methods and feature selection21 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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Modelling Multi-modal Cross-interaction for ML-FSIC Based on Local Feature Selection18 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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Automated Phytosensing: Ozone Exposure Classification Based on Plant Electrical Signals17 Dec 2024 0 repositories listed
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PT: A Plain Transformer is Good Hospital Readmission Predictor17 Dec 2024 0 repositories listed
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S&P 500 Trend Prediction16 Dec 2024 0 repositories listed
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PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning15 Dec 2024 0 repositories listed
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A Novel Methodology in Credit Spread Prediction Based on Ensemble Learning and Feature Selection13 Dec 2024 0 repositories listed
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Feature Selection for Latent Factor Models13 Dec 2024 0 repositories listed
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Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering12 Dec 2024 0 repositories listed
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A Hybrid Framework for Statistical Feature Selection and Image-Based Noise-Defect Detection11 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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A multimodal ensemble approach for clear cell renal cell carcinoma treatment outcome prediction10 Dec 2024 0 repositories listed
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CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection9 Dec 2024 0 repositories listed
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Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation9 Dec 2024 0 repositories listed
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MISFEAT: Feature Selection for Subgroups with Systematic Missing Data9 Dec 2024 0 repositories listed
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Unseen Attack Detection in Software-Defined Networking Using a BERT-Based Large Language Model9 Dec 2024 0 repositories listed
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A Performance Investigation of Multimodal Multiobjective Optimization Algorithms in Solving Two Types of Real-World Problems4 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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Deep Matrix Factorization with Adaptive Weights for Multi-View Clustering3 Dec 2024 0 repositories listed
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Optimized IoT Intrusion Detection using Machine Learning Technique3 Dec 2024 0 repositories listed
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A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features2 Dec 2024 0 repositories listed
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How the use of feature selection methods influences the efficiency and accuracy of complex network simulations2 Dec 2024 0 repositories listed
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Research on Optimizing Real-Time Data Processing in High-Frequency Trading Algorithms using Machine Learning2 Dec 2024 0 repositories listed
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The Bare Necessities: Designing Simple, Effective Open-Vocabulary Scene Graphs2 Dec 2024 0 repositories listed
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Generative Semantic Communication for Joint Image Transmission and Segmentation27 Nov 2024 0 repositories listed
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Predicting Extubation Failure in Intensive Care: The Development of a Novel, End-to-End Actionable and Interpretable Prediction System27 Nov 2024 0 repositories listed
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Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation26 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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Topology optimization of periodic lattice structures for specified mechanical properties using machine learning considering member connectivity21 Nov 2024 0 repositories listed