Methods › General › AutoML › Feature Selection › Papers, page 2
Feature Selection
Papers archive 2025-07-28
archive papers tagged: 1,602 · with a code link: 435 · where Syntology ran a sample: 52 (46 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (52 of 1,602 tagged: 46 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)
Page 2 of 17: papers 101 to 200 of 1,602, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Quantum Annealing Feature Selection on Light-weight Medical Image Datasets 26 Feb 2025 · 0 repositories · arXiv:2502.19201
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Enhancing Image Matting in Real-World Scenes with Mask-Guided Iterative Refinement 24 Feb 2025 · 0 repositories · arXiv:2502.17093
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Assessing a Single Student's Concentration on Learning Platforms: A Machine Learning-Enhanced EEG-Based Framework 21 Feb 2025 · 0 repositories · arXiv:2502.15107
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ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact 21 Feb 2025 · 0 repositories · arXiv:2502.15898
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Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs 21 Feb 2025 · 1 repository · arXiv:2502.15285
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Financial fraud detection system based on improved random forest and gradient boosting machine (GBM) 20 Feb 2025 · 0 repositories · arXiv:2502.15822
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Predicting Fetal Birthweight from High Dimensional Data using Advanced Machine Learning 20 Feb 2025 · 0 repositories · arXiv:2502.14270
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AI-Assisted Decision Making with Human Learning 18 Feb 2025 · 0 repositories · arXiv:2502.13062
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BOLIMES: Boruta and LIME optiMized fEature Selection for Gene Expression Classification 18 Feb 2025 · 0 repositories · arXiv:2502.13080
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Sparse Autoencoder Features for Classifications and Transferability 17 Feb 2025 · 1 repository · arXiv:2502.11367
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LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization 15 Feb 2025 · 1 repository · arXiv:2502.10648
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End-to-End triplet loss based fine-tuning for network embedding in effective PII detection 13 Feb 2025 · 0 repositories · arXiv:2502.09002
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A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective 12 Feb 2025 · 0 repositories · arXiv:2502.08828
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Decision Tree Based Wrappers for Hearing Loss 12 Feb 2025 · 0 repositories · arXiv:2502.08785
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A Study on the Importance of Features in Detecting Advanced Persistent Threats Using Machine Learning 11 Feb 2025 · 0 repositories · arXiv:2502.07207
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Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images 10 Feb 2025 · 0 repositories · arXiv:2502.06615
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Contrastive Learning for Cold Start Recommendation with Adaptive Feature Fusion 5 Feb 2025 · 0 repositories · arXiv:2502.03664
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Deep Learning-Based Approach for Identification of Potato Leaf Diseases Using Wrapper Feature Selection and Feature Concatenation 5 Feb 2025 · 0 repositories · arXiv:2502.03370
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Machine Learning-Driven Student Performance Prediction for Enhancing Tiered Instruction 5 Feb 2025 · 0 repositories · arXiv:2502.03143
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Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation 4 Feb 2025 · 0 repositories · arXiv:2502.02327
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CoHiRF: A Scalable and Interpretable Clustering Framework for High-Dimensional Data 1 Feb 2025 · 0 repositories · arXiv:2502.00380
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Optimizing Feature Selection in Causal Inference: A Three-Stage Computational Framework for Unbiased Estimation 1 Feb 2025 · 0 repositories · arXiv:2502.00501
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Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data 30 Jan 2025 · 0 repositories · arXiv:2501.18671
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SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders 29 Jan 2025 · 1 repository · arXiv:2501.18052Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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Investigating Application of Deep Neural Networks in Intrusion Detection System Design 27 Jan 2025 · 0 repositories · arXiv:2501.15760
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Multivariate Feature Selection and Autoencoder Embeddings of Ovarian Cancer Clinical and Genetic Data 27 Jan 2025 · 0 repositories · arXiv:2501.15881
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A Statistical Learning Approach for Feature-Aware Task-to-Core Allocation in Heterogeneous Platforms 26 Jan 2025 · 0 repositories · arXiv:2502.15716
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Efficient and Interpretable Neural Networks Using Complex Lehmer Transform 25 Jan 2025 · 0 repositories · arXiv:2501.15223
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An Efficient Real Time DDoS Detection Model Using Machine Learning Algorithms 24 Jan 2025 · 0 repositories · arXiv:2501.14311
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Distinguishing Parkinson's Patients Using Voice-Based Feature Extraction and Classification 24 Jan 2025 · 0 repositories · arXiv:2501.14390
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Permutation-based multi-objective evolutionary feature selection for high-dimensional data 24 Jan 2025 · 0 repositories · arXiv:2501.14310
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Enhanced Extractor-Selector Framework and Symmetrization Weighted Binary Cross-Entropy for Edge Detections 23 Jan 2025 · 0 repositories · arXiv:2501.13365
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Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation 23 Jan 2025 · 0 repositories · arXiv:2501.13552
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Forecasting of Bitcoin Prices Using Hashrate Features: Wavelet and Deep Stacking Approach 22 Jan 2025 · 0 repositories · arXiv:2501.13136
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Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection 22 Jan 2025 · 0 repositories · arXiv:2501.12607
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"FRAME: Forward Recursive Adaptive Model Extraction -- A Technique for Advance Feature Selection" 21 Jan 2025 · 0 repositories · arXiv:2501.11972
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A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data 20 Jan 2025 · 0 repositories · arXiv:2501.11535
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DLinear-based Prediction of Remaining Useful Life of Lithium-Ion Batteries: Feature Engineering through Explainable Artificial Intelligence 20 Jan 2025 · 0 repositories · arXiv:2501.11542
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Finding Reproducible and Prognostic Radiomic Features in Variable Slice Thickness Contrast Enhanced CT of Colorectal Liver Metastases 20 Jan 2025 · 1 repository · arXiv:2501.11221
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Multitask Auxiliary Network for Perceptual Quality Assessment of Non-Uniformly Distorted Omnidirectional Images 20 Jan 2025 · 1 repository · arXiv:2501.11512
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An analysis of the combination of feature selection and machine learning methods for an accurate and timely detection of lung cancer 19 Jan 2025 · 0 repositories · arXiv:2501.10980
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Statistical Inference for Sequential Feature Selection after Domain Adaptation 17 Jan 2025 · 1 repository · arXiv:2501.09933
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Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation 17 Jan 2025 · 0 repositories · arXiv:2501.10555
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Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval 16 Jan 2025 · 1 repository · arXiv:2501.09384
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Metrics for Inter-Dataset Similarity with Example Applications in Synthetic Data and Feature Selection Evaluation -- Extended Version 16 Jan 2025 · 1 repository · arXiv:2501.09591
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Interpretable machine-learning for predicting molecular weight of PLA based on artificial bee colony optimization algorithm and adaptive neurofuzzy inference system 13 Jan 2025 · 0 repositories · arXiv:2501.07247
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A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier 12 Jan 2025 · 0 repositories · arXiv:2501.06805
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Multi-field Visualization: Trait design and trait-induced merge trees 8 Jan 2025 · 0 repositories · arXiv:2501.06238
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Pixel-Wise Feature Selection for Perceptual Edge Detection without post-processing 5 Jan 2025 · 0 repositories · arXiv:2501.02534
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ED-Filter: Dynamic Feature Filtering for Eating Disorder Classification 4 Jan 2025 · 0 repositories · arXiv:2501.14785
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Machine Learning-Based Differential Diagnosis of Parkinson's Disease Using Kinematic Feature Extraction and Selection 2 Jan 2025 · 0 repositories · arXiv:2501.02014
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OmniChat: Enhancing Spoken Dialogue Systems with Scalable Synthetic Data for Diverse Scenarios 2 Jan 2025 · 0 repositories · arXiv:2501.01384
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Enhancing Unsupervised Feature Selection via Double Sparsity Constrained Optimization 1 Jan 2025 · 0 repositories · arXiv:2501.00726
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Scale-wise Bidirectional Alignment Network for Referring Remote Sensing Image Segmentation 1 Jan 2025 · 0 repositories · arXiv:2501.00851
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A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation 31 Dec 2024 · 0 repositories · arXiv:2501.01993
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Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues 28 Dec 2024 · 1 repository · arXiv:2412.20264
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An Integrated Optimization and Deep Learning Pipeline for Predicting Live Birth Success in IVF Using Feature Optimization and Transformer-Based Models 27 Dec 2024 · 0 repositories · arXiv:2412.19696
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Conditional Deep Canonical Time Warping 24 Dec 2024 · 0 repositories · arXiv:2412.18234
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Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM 24 Dec 2024 · 0 repositories · arXiv:2412.18248
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U-Mamba-Net: A highly efficient Mamba-based U-net style network for noisy and reverberant speech separation 24 Dec 2024 · 0 repositories · arXiv:2412.18217
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Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction 23 Dec 2024 · 0 repositories · arXiv:2501.00034
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Bi-Sparse Unsupervised Feature Selection 22 Dec 2024 · 1 repository · arXiv:2412.16819
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Enhancing web traffic attacks identification through ensemble methods and feature selection 21 Dec 2024 · 0 repositories · arXiv:2412.16791
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Iterative Feature Exclusion Ranking for Deep Tabular Learning 21 Dec 2024 · 1 repository · arXiv:2412.16442
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Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading 19 Dec 2024 · 0 repositories · arXiv:2412.15448
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Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study 18 Dec 2024 · 0 repositories · arXiv:2412.13570
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Automated Phytosensing: Ozone Exposure Classification Based on Plant Electrical Signals 17 Dec 2024 · 0 repositories · arXiv:2412.13312
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PT: A Plain Transformer is Good Hospital Readmission Predictor 17 Dec 2024 · 0 repositories · arXiv:2412.12909
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S&P 500 Trend Prediction 16 Dec 2024 · 0 repositories · arXiv:2412.11462
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PolyModel for Hedge Funds' Portfolio Construction Using Machine Learning 15 Dec 2024 · 0 repositories · arXiv:2412.11019
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Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0 14 Dec 2024 · 1 repository · arXiv:2412.10967
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A Novel Methodology in Credit Spread Prediction Based on Ensemble Learning and Feature Selection 13 Dec 2024 · 0 repositories · arXiv:2412.09769
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Feature Selection for Latent Factor Models 13 Dec 2024 · 0 repositories · arXiv:2412.10128
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One Node One Model: Featuring the Missing-Half for Graph Clustering 13 Dec 2024 · 1 repository · arXiv:2412.09902Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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A Hybrid Framework for Statistical Feature Selection and Image-Based Noise-Defect Detection 11 Dec 2024 · 0 repositories · arXiv:2412.08800
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AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems 11 Dec 2024 · 0 repositories · arXiv:2412.08516
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A multimodal ensemble approach for clear cell renal cell carcinoma treatment outcome prediction 10 Dec 2024 · 0 repositories · arXiv:2412.07136
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Delay Estimation Based on Multiple Stage Message Passing With Attention Mechanism Using a Real Network Communication Dataset 10 Dec 2024 · 1 repository
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CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection 9 Dec 2024 · 0 repositories · arXiv:2412.06568
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Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation 9 Dec 2024 · 0 repositories · arXiv:2412.17824
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MISFEAT: Feature Selection for Subgroups with Systematic Missing Data 9 Dec 2024 · 0 repositories · arXiv:2412.06711
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PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow Prediction 5 Dec 2024 · 1 repository
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A Performance Investigation of Multimodal Multiobjective Optimization Algorithms in Solving Two Types of Real-World Problems 4 Dec 2024 · 0 repositories · arXiv:2412.03013
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Crash Severity Risk Modeling Strategies under Data Imbalance 3 Dec 2024 · 0 repositories · arXiv:2412.02094
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Deep Matrix Factorization with Adaptive Weights for Multi-View Clustering 3 Dec 2024 · 0 repositories · arXiv:2412.02292
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Optimized IoT Intrusion Detection using Machine Learning Technique 3 Dec 2024 · 0 repositories · arXiv:2412.02845
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A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features 2 Dec 2024 · 0 repositories · arXiv:2412.01996
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How the use of feature selection methods influences the efficiency and accuracy of complex network simulations 2 Dec 2024 · 0 repositories · arXiv:2412.01096
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Research on Optimizing Real-Time Data Processing in High-Frequency Trading Algorithms using Machine Learning 2 Dec 2024 · 0 repositories · arXiv:2412.01062
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The Bare Necessities: Designing Simple, Effective Open-Vocabulary Scene Graphs 2 Dec 2024 · 0 repositories · arXiv:2412.01539
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Generative Semantic Communication for Joint Image Transmission and Segmentation 27 Nov 2024 · 0 repositories · arXiv:2411.18005
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Predicting Extubation Failure in Intensive Care: The Development of a Novel, End-to-End Actionable and Interpretable Prediction System 27 Nov 2024 · 0 repositories · arXiv:2412.00105
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Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation 26 Nov 2024 · 0 repositories · arXiv:2411.17542
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Training a neural netwok for data reduction and better generalization 26 Nov 2024 · 1 repository · arXiv:2411.17180
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CatNet: Controlling the False Discovery Rate in LSTM with SHAP Feature Importance and Gaussian Mirrors 25 Nov 2024 · 0 repositories · arXiv:2411.16666
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Online High-Frequency Trading Stock Forecasting with Automated Feature Clustering and Radial Basis Function Neural Networks 23 Nov 2024 · 1 repository · arXiv:2412.16160
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Topology optimization of periodic lattice structures for specified mechanical properties using machine learning considering member connectivity 21 Nov 2024 · 0 repositories · arXiv:2411.13869
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An Evolutional Neural Network Framework for Classification of Microarray Data 20 Nov 2024 · 0 repositories · arXiv:2411.13326
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K-means Derived Unsupervised Feature Selection using Improved ADMM 19 Nov 2024 · 0 repositories · arXiv:2411.15197
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Feature Selection for Network Intrusion Detection 18 Nov 2024 · 0 repositories · arXiv:2411.11603