Browse State-of-the-Art › Feature Engineering › Papers, page 7
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 7 of 18: papers 601 to 700 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.
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Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers3 Nov 2024 0 repositories listed
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Machine Learning Framework for Audio-Based Content Evaluation using MFCC, Chroma, Spectral Contrast, and Temporal Feature Engineering31 Oct 2024 0 repositories listed
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Predicting 30-Day Hospital Readmission in Medicare Patients: Insights from an LSTM Deep Learning Model23 Oct 2024 0 repositories listed
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Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin11 Oct 2024 0 repositories listed
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Towards Trustworthy Web Attack Detection: An Uncertainty-Aware Ensemble Deep Kernel Learning Model10 Oct 2024 0 repositories listed
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Neural-Bayesian Program Learning for Few-shot Dialogue Intent Parsing8 Oct 2024 0 repositories listed
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Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program Synthesis and Task Generation6 Oct 2024 0 repositories listed
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Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks3 Oct 2024 0 repositories listed
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Semantic-Guided RL for Interpretable Feature Engineering3 Oct 2024 0 repositories listed
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Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach2 Oct 2024 0 repositories listed
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Reinforcement Feature Transformation for Polymer Property Performance Prediction23 Sep 2024 0 repositories listed
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A Feature Engineering Approach for Literary and Colloquial Tamil Speech Classification using 1D-CNN22 Sep 2024 0 repositories listed
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Investigation of Time-Frequency Feature Combinations with Histogram Layer Time Delay Neural Networks20 Sep 2024 0 repositories listed
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Machine Learning for Public Good: Predicting Urban Crime Patterns to Enhance Community Safety17 Sep 2024 0 repositories listed
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Leveraging Open-Source Large Language Models for Native Language Identification15 Sep 2024 0 repositories listed
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Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks10 Sep 2024 0 repositories listed
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Machine Learning-Based Prediction of Key Genes Correlated to the Subretinal Lesion Severity in a Mouse Model of Age-Related Macular Degeneration8 Sep 2024 0 repositories listed
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Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features6 Sep 2024 0 repositories listed
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Application Research On Real-Time Perception Of Device Performance Status5 Sep 2024 0 repositories listed
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Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time5 Sep 2024 0 repositories listed
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Hybridization of Persistent Homology with Neural Networks for Time-Series Prediction: A Case Study in Wave Height3 Sep 2024 0 repositories listed
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PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science2 Sep 2024 0 repositories listed
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LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition30 Aug 2024 0 repositories listed
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Android Malware Detection Based on RGB Images and Multi-feature Fusion29 Aug 2024 0 repositories listed
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Enhancing Customer Churn Prediction in Telecommunications: An Adaptive Ensemble Learning Approach29 Aug 2024 0 repositories listed
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Obfuscated Memory Malware Detection23 Aug 2024 0 repositories listed
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Improving Radiography Machine Learning Workflows via Metadata Management for Training Data Selection22 Aug 2024 0 repositories listed
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Graph Classification via Reference Distribution Learning: Theory and Practice21 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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Augmenting train maintenance technicians with automated incident diagnostic suggestions19 Aug 2024 0 repositories listed
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Understanding Generative AI Content with Embedding Models19 Aug 2024 0 repositories listed
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EEG Right & Left Voluntary Hand Movement-based Virtual Brain-Computer Interfacing Keyboard Using Hybrid Deep Learning Approach18 Aug 2024 0 repositories listed
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Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT16 Aug 2024 0 repositories listed
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LOLgorithm: Integrating Semantic,Syntactic and Contextual Elements for Humor Classification12 Aug 2024 0 repositories listed
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Focal Depth Estimation: A Calibration-Free, Subject- and Daytime Invariant Approach7 Aug 2024 0 repositories listed
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IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model2 Aug 2024 0 repositories listed
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Improving Machine Learning Based Sepsis Diagnosis Using Heart Rate Variability1 Aug 2024 0 repositories listed
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Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review27 Jul 2024 0 repositories listed
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An Efficient and Flexible Deep Learning Method for Signal Delineation via Keypoints Estimation24 Jul 2024 0 repositories listed
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Self-Reasoning Assistant Learning for non-Abelian Gauge Fields Design23 Jul 2024 0 repositories listed
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Fever Detection with Infrared Thermography: Enhancing Accuracy through Machine Learning Techniques22 Jul 2024 0 repositories listed
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Temperature Distribution Prediction in Laser Powder Bed Fusion using Transferable and Scalable Graph Neural Networks18 Jul 2024 0 repositories listed
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GraphGuard: Contrastive Self-Supervised Learning for Credit-Card Fraud Detection in Multi-Relational Dynamic Graphs17 Jul 2024 0 repositories listed
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GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text16 Jul 2024 0 repositories listed
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Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs10 Jul 2024 0 repositories listed
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MERGE -- A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition8 Jul 2024 0 repositories listed
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Automating Venture Capital: Founder assessment using LLM-powered segmentation, feature engineering and automated labeling techniques5 Jul 2024 0 repositories listed
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GraphCNNpred: A stock market indices prediction using a Graph based deep learning system4 Jul 2024 0 repositories listed
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OSPC: Artificial VLM Features for Hateful Meme Detection3 Jul 2024 0 repositories listed
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PharmaGPT: Domain-Specific Large Language Models for Bio-Pharmaceutical and Chemistry26 Jun 2024 0 repositories listed
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Comparing fingers and gestures for bci control using an optimized classical machine learning decoder25 Jun 2024 0 repositories listed
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Horseshoe-type Priors for Independent Component Estimation24 Jun 2024 0 repositories listed
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LightGBM robust optimization algorithm based on topological data analysis19 Jun 2024 0 repositories listed
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Retrieval-Augmented Feature Generation for Domain-Specific Classification17 Jun 2024 0 repositories listed
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Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil14 Jun 2024 0 repositories listed
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Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy11 Jun 2024 0 repositories listed
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Learned Feature Importance Scores for Automated Feature Engineering6 Jun 2024 0 repositories listed
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Dynamic and Adaptive Feature Generation with LLM4 Jun 2024 0 repositories listed
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Advancements in Tactile Hand Gesture Recognition for Enhanced Human-Machine Interaction27 May 2024 0 repositories listed
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Maintaining and Managing Road Quality:Using MLP and DNN25 May 2024 0 repositories listed
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Transitional Uncertainty with Layered Intermediate Predictions25 May 2024 0 repositories listed
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Wearable-based behaviour interpolation for semi-supervised human activity recognition24 May 2024 0 repositories listed
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Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network23 May 2024 0 repositories listed
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Application of Artificial Intelligence in Schizophrenia Rehabilitation Management: A Systematic Scoping Review17 May 2024 0 repositories listed
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Generic Multi-modal Representation Learning for Network Traffic Analysis4 May 2024 0 repositories listed
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Explainable Automatic Grading with Neural Additive Models1 May 2024 0 repositories listed
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Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study30 Apr 2024 0 repositories listed
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Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems29 Apr 2024 0 repositories listed
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LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems20 Apr 2024 0 repositories listed
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Large Language Models for Networking: Workflow, Advances and Challenges19 Apr 2024 0 repositories listed
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TIMIT Speaker Profiling: A Comparison of Multi-task learning and Single-task learning Approaches18 Apr 2024 0 repositories listed
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PreGSU-A Generalized Traffic Scene Understanding Model for Autonomous Driving based on Pre-trained Graph Attention Network16 Apr 2024 0 repositories listed
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Survey on Embedding Models for Knowledge Graph and its Applications14 Apr 2024 0 repositories listed
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A Deep Learning Method for Predicting Mergers and Acquisitions: Temporal Dynamic Industry Networks10 Apr 2024 0 repositories listed
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A Two Dimensional Feature Engineering Method for Relation Extraction7 Apr 2024 0 repositories listed
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Transform then Explore: a Simple and Effective Technique for Exploratory Combinatorial Optimization with Reinforcement Learning6 Apr 2024 0 repositories listed
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Sentiment analysis and random forest to classify LLM versus human source applied to Scientific Texts5 Apr 2024 0 repositories listed
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The Death of Feature Engineering? BERT with Linguistic Features on SQuAD 2.04 Apr 2024 0 repositories listed
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AI WALKUP: A Computer-Vision Approach to Quantifying MDS-UPDRS in Parkinson's Disease2 Apr 2024 0 repositories listed
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Leveraging Machine Learning for Early Autism Detection via INDT-ASD Indian Database2 Apr 2024 0 repositories listed
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Explainable AI Integrated Feature Engineering for Wildfire Prediction1 Apr 2024 0 repositories listed
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PIPNet3D: Interpretable Detection of Alzheimer in MRI Scans27 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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Utilizing the LightGBM Algorithm for Operator User Credit Assessment Research21 Mar 2024 0 repositories listed
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Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification20 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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Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products14 Mar 2024 0 repositories listed
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The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model1 Mar 2024 0 repositories listed
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Defect Detection in Tire X-Ray Images: Conventional Methods Meet Deep Structures28 Feb 2024 0 repositories listed
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GCOF: Self-iterative Text Generation for Copywriting Using Large Language Model21 Feb 2024 0 repositories listed
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Towards Versatile Graph Learning Approach: from the Perspective of Large Language Models18 Feb 2024 0 repositories listed
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From Data to Decisions: The Transformational Power of Machine Learning in Business Recommendations12 Feb 2024 0 repositories listed
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Explainable Adversarial Learning Framework on Physical Layer Secret Keys Combating Malicious Reconfigurable Intelligent Surface6 Feb 2024 0 repositories listed
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Unraveling the Key of Machine Learning Solutions for Android Malware Detection5 Feb 2024 0 repositories listed
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Data organization limits the predictability of binary classification30 Jan 2024 0 repositories listed
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A Benchmark Dataset for Tornado Detection and Prediction using Full-Resolution Polarimetric Weather Radar Data26 Jan 2024 0 repositories listed
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GeoDecoder: Empowering Multimodal Map Understanding26 Jan 2024 0 repositories listed
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Design & Implementation of Automatic Machine Condition Monitoring and Maintenance System in Limited Resource Situations22 Jan 2024 0 repositories listed
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HARDCORE: H-field and power loss estimation for arbitrary waveforms with residual, dilated convolutional neural networks in ferrite cores21 Jan 2024 0 repositories listed
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Novel Representation Learning Technique using Graphs for Performance Analytics19 Jan 2024 0 repositories listed