Methods › General › AutoML › Feature Selection › Papers, page 5
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 5 of 17: papers 401 to 500 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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A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition 21 Mar 2024 · 1 repository · arXiv:2403.14318
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Explaining deep learning models for ozone pollution prediction via embedded feature selection 21 Mar 2024 · 1 repository
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Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets 21 Mar 2024 · 0 repositories · arXiv:2403.14466
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ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems 19 Mar 2024 · 2 repositories · arXiv:2403.12660
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IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight 17 Mar 2024 · 1 repository · arXiv:2403.11363
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Missing Data Imputation With Granular Semantics and AI-driven Pipeline for Bankruptcy Prediction 15 Mar 2024 · 0 repositories · arXiv:2404.00013
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Open Continual Feature Selection via Granular-Ball Knowledge Transfer 15 Mar 2024 · 1 repository · arXiv:2403.10253
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Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches 14 Mar 2024 · 0 repositories · arXiv:2403.09847
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FSDR: A Novel Deep Learning-based Feature Selection Algorithm for Pseudo Time-Series Data using Discrete Relaxation 13 Mar 2024 · 0 repositories · arXiv:2403.08403
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Kernel Alignment for Unsupervised Feature Selection via Matrix Factorization 13 Mar 2024 · 0 repositories · arXiv:2403.14688
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On the Performance of Imputation Techniques for Missing Values on Healthcare Datasets 13 Mar 2024 · 0 repositories · arXiv:2403.14687
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REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values 13 Mar 2024 · 0 repositories · arXiv:2403.08880
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A Multimodal Intermediate Fusion Network with Manifold Learning for Stress Detection 12 Mar 2024 · 0 repositories · arXiv:2403.08077
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Causal Multi-Label Feature Selection in Federated Setting 11 Mar 2024 · 0 repositories · arXiv:2403.06419
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Enhancing Classification Performance via Reinforcement Learning for Feature Selection 9 Mar 2024 · 0 repositories · arXiv:2403.05979
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Bayesian Hierarchical Probabilistic Forecasting of Intraday Electricity Prices 8 Mar 2024 · 0 repositories · arXiv:2403.05441
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Greedy feature selection: Classifier-dependent feature selection via greedy methods 8 Mar 2024 · 0 repositories · arXiv:2403.05138
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Feature Selection as Deep Sequential Generative Learning 6 Mar 2024 · 0 repositories · arXiv:2403.03838
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Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent 6 Mar 2024 · 1 repository · arXiv:2403.04015
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Embedded Multi-label Feature Selection via Orthogonal Regression 1 Mar 2024 · 0 repositories · arXiv:2403.00307
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Indirectly Parameterized Concrete Autoencoders 1 Mar 2024 · 1 repository · arXiv:2403.00563Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain 29 Feb 2024 · 0 repositories · arXiv:2402.19226
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ICE-SEARCH: A Language Model-Driven Feature Selection Approach 28 Feb 2024 · 0 repositories · arXiv:2402.18609
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DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection 27 Feb 2024 · 1 repository · arXiv:2402.17176
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LCEN: A Novel Feature Selection Algorithm for Nonlinear, Interpretable Machine Learning Models 27 Feb 2024 · 0 repositories · arXiv:2402.17120
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scGIST: gene panel design for spatial transcriptomics with prioritized gene sets 26 Feb 2024 · 1 repository
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Feature Selection Based on Orthogonal Constraints and Polygon Area 25 Feb 2024 · 0 repositories · arXiv:2402.16026
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A Bio-Medical Snake Optimizer System Driven by Logarithmic Surviving Global Search for Optimizing Feature Selection and its application for Disorder Recognition 22 Feb 2024 · 0 repositories · arXiv:2404.07216
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Comparative Analysis of Data Preprocessing Methods, Feature Selection Techniques and Machine Learning Models for Improved Classification and Regression Performance on Imbalanced Genetic Data 22 Feb 2024 · 0 repositories · arXiv:2402.14980
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Compact NSGA-II for Multi-objective Feature Selection 20 Feb 2024 · 0 repositories · arXiv:2402.12625
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FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML 20 Feb 2024 · 0 repositories · arXiv:2402.12630
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Filter-based multi-task cross-corpus feature learning for speech emotion recognition 20 Feb 2024 · 1 repository
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Multi-objective Binary Coordinate Search for Feature Selection 20 Feb 2024 · 0 repositories · arXiv:2402.12616
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An enhanced Teaching-Learning-Based Optimization (TLBO) with Grey Wolf Optimizer (GWO) for text feature selection and clustering 19 Feb 2024 · 0 repositories · arXiv:2402.11839
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Cluster Metric Sensitivity to Irrelevant Features 19 Feb 2024 · 0 repositories · arXiv:2402.12008
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Ransomware detection using stacked autoencoder for feature selection 17 Feb 2024 · 0 repositories · arXiv:2402.11342
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Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes 16 Feb 2024 · 0 repositories · arXiv:2402.10999
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Complexity Reduction in Machine Learning-Based Wireless Positioning: Minimum Description Features 14 Feb 2024 · 0 repositories · arXiv:2402.09580
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MEL: Efficient Multi-Task Evolutionary Learning for High-Dimensional Feature Selection 14 Feb 2024 · 1 repository · arXiv:2402.08982
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Frog-Snake prey-predation Relationship Optimization (FSRO) : A novel nature-inspired metaheuristic algorithm for feature selection 13 Feb 2024 · 0 repositories · arXiv:2403.18835
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You can monitor your hydration level using your smartphone camera 12 Feb 2024 · 0 repositories · arXiv:2402.07467
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Interpretable classifiers for tabular data via discretization and feature selection 8 Feb 2024 · 0 repositories · arXiv:2402.05680
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A comparative study on feature selection for a risk prediction model for colorectal cancer 7 Feb 2024 · 0 repositories · arXiv:2402.05293
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An information theoretic approach to quantify the stability of feature selection and ranking algorithms 7 Feb 2024 · 0 repositories · arXiv:2402.05295
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Association between Prefrontal fNIRS signals during Cognitive tasks and College scholastic ability test (CSAT) scores: Analysis using a quantum annealing approach 6 Feb 2024 · 0 repositories · arXiv:2402.04287
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Causal Feature Selection for Responsible Machine Learning 5 Feb 2024 · 0 repositories · arXiv:2402.02696
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EasyFS: an Efficient Model-free Feature Selection Framework via Elastic Transformation of Features 4 Feb 2024 · 0 repositories · arXiv:2402.05954
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Feature Selection using the concept of Peafowl Mating in IDS 3 Feb 2024 · 0 repositories · arXiv:2402.02052
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A hybrid IndRNNLSTM approach for real-time anomaly detection in software-defined networks 2 Feb 2024 · 0 repositories · arXiv:2402.05943
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Capturing waste collection planning expert knowledge in a fitness function through preference learning 2 Feb 2024 · 0 repositories · arXiv:2402.01849
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A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches 1 Feb 2024 · 1 repository · arXiv:2402.00926
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An Experiment on Feature Selection using Logistic Regression 31 Jan 2024 · 0 repositories · arXiv:2402.00201
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Variable selection for Naïve Bayes classification 31 Jan 2024 · 0 repositories · arXiv:2401.18039
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Evaluating Echo State Network for Parkinson's Disease Prediction using Voice Features 28 Jan 2024 · 0 repositories · arXiv:2401.15672
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Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for Neurohumanities 28 Jan 2024 · 1 repository · arXiv:2401.15743
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Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification 26 Jan 2024 · 0 repositories · arXiv:2401.16244
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Predicting loss-of-function impact of genetic mutations: a machine learning approach 26 Jan 2024 · 0 repositories · arXiv:2402.00054
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Novel application of Relief Algorithm in cascaded artificial neural network to predict wind speed for wind power resource assessment in India 25 Jan 2024 · 0 repositories · arXiv:2401.14065
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Binary Feature Mask Optimization for Feature Selection 23 Jan 2024 · 1 repository · arXiv:2401.12644
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Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data 23 Jan 2024 · 0 repositories · arXiv:2401.12667
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LLpowershap: Logistic Loss-based Automated Shapley Values Feature Selection Method 23 Jan 2024 · 1 repository · arXiv:2401.12683
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Large receptive field strategy and important feature extraction strategy in 3D object detection 22 Jan 2024 · 0 repositories · arXiv:2401.11913
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Embedded Hyperspectral Band Selection with Adaptive Optimization for Image Semantic Segmentation 21 Jan 2024 · 0 repositories · arXiv:2401.11420
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Information-Theoretic State Variable Selection for Reinforcement Learning 21 Jan 2024 · 1 repository · arXiv:2401.11512
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AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking 20 Jan 2024 · 1 repository · arXiv:2401.11250
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Brain tumour classification using BoF-SURF with filter-based feature selection methods 19 Jan 2024 · 1 repository
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Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection 19 Jan 2024 · 1 repository · arXiv:2401.10731
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Preservation of Feature Stability in Machine Learning Under Data Uncertainty for Decision Support in Critical Domains 19 Jan 2024 · 0 repositories · arXiv:2401.11044
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Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data 19 Jan 2024 · 0 repositories · arXiv:2401.10549
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Early Prediction of Geomagnetic Storms by Machine Learning Algorithms 17 Jan 2024 · 0 repositories · arXiv:2401.10290
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3DMASC: Accessible, explainable 3D point clouds classification. Application to Bi-spectral Topo-bathymetric lidar data 15 Jan 2024 · 1 repository · arXiv:2401.09481
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A Contrast Based Feature Selection Algorithm for High-dimensional Data set in Machine Learning 15 Jan 2024 · 0 repositories · arXiv:2401.07482
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Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules 15 Jan 2024 · 0 repositories · arXiv:2401.08008
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Cost-sensitive Feature Selection for Support Vector Machines 15 Jan 2024 · 0 repositories · arXiv:2401.07627
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Feature Selection via Maximizing Distances between Class Conditional Distributions 15 Jan 2024 · 0 repositories · arXiv:2401.07488
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Machine Learning-Based Cardiovascular Disease Detection Using Optimal Feature Selection 13 Jan 2024 · 0 repositories
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Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach 12 Jan 2024 · 0 repositories · arXiv:2401.06546
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A tree-based varying coefficient model 11 Jan 2024 · 1 repository · arXiv:2401.05982
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A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces 11 Jan 2024 · 1 repository · arXiv:2401.05765
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Empirical Analysis of Anomaly Detection on Hyperspectral Imaging Using Dimension Reduction Methods 9 Jan 2024 · 0 repositories · arXiv:2401.04437
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Offline Handwriting Signature Verification: A Transfer Learning and Feature Selection Approach 5 Jan 2024 · 0 repositories · arXiv:2401.09467
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Migrating Birds Optimization-Based Feature Selection for Text Classification 4 Jan 2024 · 0 repositories · arXiv:2401.10270
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Towards Multi-Objective High-Dimensional Feature Selection via Evolutionary Multitasking 3 Jan 2024 · 0 repositories · arXiv:2401.01563
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SLICE: Stabilized LIME for Consistent Explanations for Image Classification 1 Jan 2024 · 1 repository
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Structured Model Probing: Empowering Efficient Transfer Learning by Structured Regularization 1 Jan 2024 · 0 repositories
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Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection 1 Jan 2024 · 0 repositories
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Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting 29 Dec 2023 · 1 repository · arXiv:2312.17517
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μGUIDE: a framework for quantitative imaging via generalized uncertainty-driven inference using deep learning 28 Dec 2023 · 0 repositories · arXiv:2312.17293
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Dual-stage optimizer for systematic overestimation adjustment applied to multi-objective genetic algorithms for biomarker selection 27 Dec 2023 · 0 repositories · arXiv:2312.16624
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Lifting by Image -- Leveraging Image Cues for Accurate 3D Human Pose Estimation 25 Dec 2023 · 0 repositories · arXiv:2312.15636
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Deep Learning for Efficient GWAS Feature Selection 22 Dec 2023 · 0 repositories · arXiv:2312.15055
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StyleRetoucher: Generalized Portrait Image Retouching with GAN Priors 22 Dec 2023 · 0 repositories · arXiv:2312.14389
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Contextual Feature Selection with Conditional Stochastic Gates 21 Dec 2023 · 0 repositories · arXiv:2312.14254
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Machine Learning and Feature Ranking for Impact Fall Detection Event Using Multisensor Data 21 Dec 2023 · 0 repositories · arXiv:2401.05407
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Diagnosis Of Takotsubo Syndrome By Robust Feature Selection From The Complex Latent Space Of DL-based Segmentation Network 19 Dec 2023 · 0 repositories · arXiv:2312.12653
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A Hybrid Intelligent Framework for Maximising SAG Mill Throughput: An Integration of Expert Knowledge, Machine Learning and Evolutionary Algorithms for Parameter Optimisation 18 Dec 2023 · 0 repositories · arXiv:2312.10992
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When can you trust feature selection? -- I: A condition-based analysis of LASSO and generalised hardness of approximation 18 Dec 2023 · 0 repositories · arXiv:2312.11425
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Dataset Optimization for Chronic Disease Prediction with Bio-Inspired Feature Selection 17 Dec 2023 · 0 repositories · arXiv:2401.05380
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Finger Biometric Recognition With Feature Selection 16 Dec 2023 · 0 repositories · arXiv:2312.10447
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Prediction of Crash Injury Severity in Florida's Interstate-95 16 Dec 2023 · 0 repositories · arXiv:2312.12459