Browse State-of-the-Art › Feature Engineering › Papers, page 6

Feature Engineering

Papers archive 2025-07-28

archive papers tagged: 1,706 · with a code link: 472 · where Syntology ran a sample: 60 (51 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (60 of 1,706 tagged: 51 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 6 of 18: papers 501 to 600 of 1,706, 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.

• NeurIPS 2024 Ariel Data Challenge: Characterisation of Exoplanetary Atmospheres Using a Data-Centric Approach
  13 May 2025 0 repositories listed
• Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs
  12 May 2025 0 repositories listed
• Machine Learning-Based Detection of DDoS Attacks in VANETs for Emergency Vehicle Communication
  12 May 2025 0 repositories listed
• QoSBERT: An Uncertainty-Aware Approach based on Pre-trained Language Models for Service Quality Prediction
  9 May 2025 0 repositories listed
• Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning
  8 May 2025 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Rethinking Multimodal Sentiment Analysis: A High-Accuracy, Simplified Fusion Architecture
  5 May 2025 0 repositories listed
• MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers
  30 Apr 2025 0 repositories listed
• LLMpatronous: Harnessing the Power of LLMs For Vulnerability Detection
  25 Apr 2025 0 repositories listed
• FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
  21 Apr 2025 0 repositories listed
• HMPE:HeatMap Embedding for Efficient Transformer-Based Small Object Detection
  18 Apr 2025 0 repositories listed
• Word Embedding Techniques for Classification of Star Ratings
  18 Apr 2025 0 repositories listed
• Morphing-based Compression for Data-centric ML Pipelines
  15 Apr 2025 0 repositories listed
• Beyond Glucose-Only Assessment: Advancing Nocturnal Hypoglycemia Prediction in Children with Type 1 Diabetes
  12 Apr 2025 0 repositories listed
• Bringing Structure to Naturalness: On the Naturalness of ASTs
  11 Apr 2025 0 repositories listed
• Feature Engineering on LMS Data to Optimize Student Performance Prediction
  3 Apr 2025 0 repositories listed
• Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection
  1 Apr 2025 0 repositories listed
• FeRG-LLM : Feature Engineering by Reason Generation Large Language Models
  30 Mar 2025 0 repositories listed
• SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science
  30 Mar 2025 0 repositories listed
• Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline
  27 Mar 2025 0 repositories listed
• Feature-Enhanced Machine Learning for All-Cause Mortality Prediction in Healthcare Data
  27 Mar 2025 0 repositories listed
• RocketPPA: Code-Level Power, Performance, and Area Prediction via LLM and Mixture of Experts
  27 Mar 2025 0 repositories listed
• Asset price movement prediction using empirical mode decomposition and Gaussian mixture models
  26 Mar 2025 0 repositories listed
• Machine Learning - Driven Materials Discovery: Unlocking Next-Generation Functional Materials -- A minireview
  22 Mar 2025 0 repositories listed
• CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings
  17 Mar 2025 0 repositories listed
• Applications of Large Language Model Reasoning in Feature Generation
  15 Mar 2025 0 repositories listed
• Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets
  9 Mar 2025 0 repositories listed
• Bridging the Semantic Gap in Virtual Machine Introspection and Forensic Memory Analysis
  7 Mar 2025 0 repositories listed
• Efficient or Powerful? Trade-offs Between Machine Learning and Deep Learning for Mental Illness Detection on Social Media
  3 Mar 2025 0 repositories listed
• Improving Representation Learning of Complex Critical Care Data with ICU-BERT
  26 Feb 2025 0 repositories listed
• Edge Training and Inference with Analog ReRAM Technology for Hand Gesture Recognition
  25 Feb 2025 0 repositories listed
• Mitigating Attrition: Data-Driven Approach Using Machine Learning and Data Engineering
  25 Feb 2025 0 repositories listed
• TabulaTime: A Novel Multimodal Deep Learning Framework for Advancing Acute Coronary Syndrome Prediction through Environmental and Clinical Data Integration
  24 Feb 2025 0 repositories listed
• A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems
  21 Feb 2025 0 repositories listed
• ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact
  21 Feb 2025 0 repositories listed
• EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
  17 Feb 2025 0 repositories listed
• Feature Engineering Approach to Building Load Prediction: A Case Study for Commercial Building Chiller Plant Optimization in Tropical Weather
  17 Feb 2025 0 repositories listed
• PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals
  15 Feb 2025 0 repositories listed
• SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image
  15 Feb 2025 0 repositories listed
• Recent Advances in Malware Detection: Graph Learning and Explainability
  14 Feb 2025 0 repositories listed
• Chronic Diseases Prediction Using ML
  13 Feb 2025 0 repositories listed
• A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective
  12 Feb 2025 0 repositories listed
• Decision Tree Based Wrappers for Hearing Loss
  12 Feb 2025 0 repositories listed
• LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search
  12 Feb 2025 0 repositories listed
• Enhancing Physics-Informed Neural Networks Through Feature Engineering
  11 Feb 2025 0 repositories listed
• Exploring Patterns Behind Sports
  11 Feb 2025 0 repositories listed
• Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification
  10 Feb 2025 0 repositories listed
• Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews
  8 Feb 2025 0 repositories listed
• Decision Trees That Remember: Gradient-Based Learning of Recurrent Decision Trees with Memory
  6 Feb 2025 0 repositories listed
• Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications
  5 Feb 2025 0 repositories listed
• From Features to Transformers: Redefining Ranking for Scalable Impact
  5 Feb 2025 0 repositories listed
• Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review
  31 Jan 2025 0 repositories listed
• RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction
  28 Jan 2025 0 repositories listed
• 360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation
  27 Jan 2025 0 repositories listed
• Sample-Efficient Behavior Cloning Using General Domain Knowledge
  27 Jan 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction
  24 Jan 2025 0 repositories listed
• Distributed Multi-Head Learning Systems for Power Consumption Prediction
  21 Jan 2025 0 repositories listed
• DLinear-based Prediction of Remaining Useful Life of Lithium-Ion Batteries: Feature Engineering through Explainable Artificial Intelligence
  20 Jan 2025 0 repositories listed
• Algorithmic Derivation of Human Spatial Navigation Indices From Eye Movement Data
  18 Jan 2025 0 repositories listed
• Challenges and recommendations for Electronic Health Records data extraction and preparation for dynamic prediction modelling in hospitalized patients -- a practical guide
  17 Jan 2025 0 repositories listed
• Dataset-Agnostic Recommender Systems
  13 Jan 2025 0 repositories listed
• Predicting Vulnerability to Malware Using Machine Learning Models: A Study on Microsoft Windows Machines
  5 Jan 2025 0 repositories listed
• Classification of Operational Records in Aviation Using Deep Learning Approaches
  2 Jan 2025 0 repositories listed
• Multi-Modal Video Feature Extraction for Popularity Prediction
  2 Jan 2025 0 repositories listed
• Dynamic Adaptation in Data Storage: Real-Time Machine Learning for Enhanced Prefetching
  29 Dec 2024 0 repositories listed
• Assets Forecasting with Feature Engineering and Transformation Methods for LightGBM
  27 Dec 2024 0 repositories listed
• STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction
  23 Dec 2024 0 repositories listed
• Three-Class Text Sentiment Analysis Based on LSTM
  23 Dec 2024 0 repositories listed
• Intelligent Approaches to Predictive Analytics in Occupational Health and Safety in India
  20 Dec 2024 0 repositories listed
• Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading
  19 Dec 2024 0 repositories listed
• PCA-Featured Transformer for Jamming Detection in 5G UAV Networks
  19 Dec 2024 0 repositories listed
• Hunting Tomorrow's Leaders: Using Machine Learning to Forecast S&P 500 Additions & Removal
  17 Dec 2024 0 repositories listed
• F-RBA: A Federated Learning-based Framework for Risk-based Authentication
  16 Dec 2024 0 repositories listed
• S&P 500 Trend Prediction
  16 Dec 2024 0 repositories listed
• A Progressive Transformer for Unifying Binary Code Embedding and Knowledge Transfer
  15 Dec 2024 0 repositories listed
• Feature engineering vs. deep learning for paper section identification: Toward applications in Chinese medical literature
  15 Dec 2024 0 repositories listed
• Modeling Story Expectations to Understand Engagement: A Generative Framework Using LLMs
  13 Dec 2024 0 repositories listed
• Vision Transformers for Efficient Indoor Pathloss Radio Map Prediction
  12 Dec 2024 0 repositories listed
• Image-Based Malware Classification Using QR and Aztec Codes
  11 Dec 2024 0 repositories listed
• Robust Feature Engineering Techniques for Designing Efficient Motor Imagery-Based BCI-Systems
  10 Dec 2024 0 repositories listed
• Parkinson's Disease Diagnosis Through Deep Learning: A Novel LSTM-Based Approach for Freezing of Gait Detection
  9 Dec 2024 0 repositories listed
• PRECISE: Pre-training Sequential Recommenders with Collaborative and Semantic Information
  9 Dec 2024 0 repositories listed
• RUL forecasting for wind turbine predictive maintenance based on deep learning
  9 Dec 2024 0 repositories listed
• Federated Automated Feature Engineering
  5 Dec 2024 0 repositories listed
• Deep Learning in Single-Cell and Spatial Transcriptomics Data Analysis: Advances and Challenges from a Data Science Perspective
  4 Dec 2024 0 repositories listed
• Comparative Performance of Machine Learning Algorithms for Early Genetic Disorder and Subclass Classification
  3 Dec 2024 0 repositories listed
• Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows
  2 Dec 2024 0 repositories listed
• HiCat: A Semi-Supervised Approach for Cell Type Annotation
  25 Nov 2024 0 repositories listed
• An AutoML-based approach for Network Intrusion Detection
  24 Nov 2024 0 repositories listed
• Enhancing Molecular Design through Graph-based Topological Reinforcement Learning
  22 Nov 2024 0 repositories listed
• Understanding LLM Embeddings for Regression
  22 Nov 2024 0 repositories listed
• Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs
  20 Nov 2024 0 repositories listed
• Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset
  15 Nov 2024 0 repositories listed
• What makes a good BIM design: quantitative linking between design behavior and quality
  14 Nov 2024 0 repositories listed
• GPTree: Towards Explainable Decision-Making via LLM-powered Decision Trees
  13 Nov 2024 0 repositories listed
• Classification of residential and non-residential buildings based on satellite data using deep learning
  11 Nov 2024 0 repositories listed
• RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation
  6 Nov 2024 0 repositories listed
• Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
  5 Nov 2024 0 repositories listed
• Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models
  4 Nov 2024 0 repositories listed
• Exploring Feature Importance and Explainability Towards Enhanced ML-Based DoS Detection in AI Systems
  4 Nov 2024 0 repositories listed
• See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers
  4 Nov 2024 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.