Methods › General › AutoML › Feature Selection

Feature Selection

1,602 papers tagged archive 2025-07-28

Introduced by Benyamin Ghojogh et al. in Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 1,602, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification
  8 Jul 2025 · 0 repositories · arXiv:2507.05783
• scMamba: A Scalable Foundation Model for Single-Cell Multi-Omics Integration Beyond Highly Variable Feature Selection
  25 Jun 2025 · 0 repositories · arXiv:2506.20697
• Towards Interpretable and Efficient Feature Selection in Trajectory Datasets: A Taxonomic Approach
  25 Jun 2025 · 0 repositories · arXiv:2506.20359
• Vulnerability Disclosure through Adaptive Black-Box Adversarial Attacks on NIDS
  25 Jun 2025 · 0 repositories · arXiv:2506.20576
• Malware Classification Leveraging NLP & Machine Learning for Enhanced Accuracy
  19 Jun 2025 · 1 repository · arXiv:2506.16224
• Efficient Malware Detection with Optimized Learning on High-Dimensional Features
  18 Jun 2025 · 0 repositories · arXiv:2506.17309
• Condition Monitoring with Machine Learning: A Data-Driven Framework for Quantifying Wind Turbine Energy Loss
  16 Jun 2025 · 0 repositories · arXiv:2506.13012
• Simple is what you need for efficient and accurate medical image segmentation
  16 Jun 2025 · 1 repository · arXiv:2506.13415
• A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method
  13 Jun 2025 · 0 repositories · arXiv:2506.12108
• On feature selection in double-imbalanced data settings: a Random Forest approach
  12 Jun 2025 · 0 repositories · arXiv:2506.10929
• Improving Oral Cancer Outcomes Through Machine Learning and Dimensionality Reduction
  11 Jun 2025 · 0 repositories · arXiv:2506.10189
• Optimizing Genetic Algorithms with Multilayer Perceptron Networks for Enhancing TinyFace Recognition
  11 Jun 2025 · 0 repositories · arXiv:2506.10184
• CaliciBoost: Performance-Driven Evaluation of Molecular Representations for Caco-2 Permeability Prediction
  9 Jun 2025 · 0 repositories · arXiv:2506.08059
• Evaluation of Machine Learning Models in Student Academic Performance Prediction
  8 Jun 2025 · 0 repositories · arXiv:2506.08047
• Scalable unsupervised feature selection via weight stability
  6 Jun 2025 · 1 repository · arXiv:2506.06114
• Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning
  5 Jun 2025 · 0 repositories · arXiv:2506.04669
• Classifying Dental Care Providers Through Machine Learning with Features Ranking
  4 Jun 2025 · 0 repositories · arXiv:2506.04474
• Short-Term Power Demand Forecasting for Diverse Consumer Types to Enhance Grid Planning and Synchronisation
  4 Jun 2025 · 0 repositories · arXiv:2506.04294
• FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes
  3 Jun 2025 · 1 repository · arXiv:2506.03278
• Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data
  2 Jun 2025 · 0 repositories · arXiv:2506.03209
• A SHAP-based explainable multi-level stacking ensemble learning method for predicting the length of stay in acute stroke
  30 May 2025 · 0 repositories · arXiv:2505.24101
• Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning
  30 May 2025 · 1 repository · arXiv:2505.24155
• Identification of Patterns of Cognitive Impairment for Early Detection of Dementia
  29 May 2025 · 0 repositories · arXiv:2505.23109
• Optimizing Storytelling, Improving Audience Retention, and Reducing Waste in the Entertainment Industry
  29 May 2025 · 0 repositories · arXiv:2506.00076
• SAMamba: Adaptive State Space Modeling with Hierarchical Vision for Infrared Small Target Detection
  29 May 2025 · 1 repository · arXiv:2505.23214
• Improving statistical learning methods via features selection without replacement sampling and random projection
  28 May 2025 · 0 repositories · arXiv:2506.00053
• Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs
  28 May 2025 · 0 repositories · arXiv:2505.22630
• Empirical 3D Channel Modeling for Cellular-Connected UAVs: A Triple-Layer Machine Learning Approach
  26 May 2025 · 0 repositories · arXiv:2505.19478
• DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding
  25 May 2025 · 1 repository · arXiv:2505.19201
• MLRan: A Behavioural Dataset for Ransomware Analysis and Detection
  24 May 2025 · 1 repository · arXiv:2505.18613

Tasks archive 2025-07-28

20 shown of 537 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections