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Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/0471723800openalex-snapshot
Signal Theory Methods in Multispectral Remote Sensing
inferredcites →https://doi.org/10.1002/9781119952954.ch10openalex-snapshot
Feature Selection and Extraction
inferredcites →https://doi.org/10.1002/cnm.1118openalex-snapshot
High‐dimensional model representation for structural reliability analysis
inferredcites →https://doi.org/10.1002/jcc.10232openalex-snapshot
High‐dimensional model representations generated from low order terms—lp‐RS‐HDMR
inferredcites →https://doi.org/10.1007/11744023_6openalex-snapshot
Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion
inferredcites →https://doi.org/10.1007/11752790_8openalex-snapshot
Is Feature Selection Still Necessary?
inferredcites →https://doi.org/10.1007/978-1-84996-098-4_7openalex-snapshot
Feature Selection and Extraction
inferredcites →https://doi.org/10.1007/s00521-013-1368-0openalex-snapshot
A review of feature selection methods based on mutual information
inferredcites →https://doi.org/10.1007/s10115-006-0040-8openalex-snapshot
Stability of feature selection algorithms: a study on high-dimensional spaces
inferredcites →https://doi.org/10.1016/0167-8655(89)90037-8openalex-snapshot
A note on genetic algorithms for large-scale feature selection
inferredcites →https://doi.org/10.1016/0167-8655(94)90127-9openalex-snapshot
Floating search methods in feature selection
inferredcites →https://doi.org/10.1016/j.atmosenv.2007.11.018openalex-snapshot
Global sensitivity analysis of a 3D street canyon model—Part I: The development of high dimensional model representations
inferredcites →https://doi.org/10.1016/j.compeleceng.2013.11.024openalex-snapshot
A survey on feature selection methods
inferredcites →https://doi.org/10.1016/j.jag.2009.02.001openalex-snapshot
Margin-based feature selection for hyperspectral data
inferredcites →https://doi.org/10.1016/j.patcog.2004.03.013openalex-snapshot
Object detection using feature subset selection
inferredcites →https://doi.org/10.1016/j.patcog.2007.11.007openalex-snapshot
A fast separability-based feature-selection method for high-dimensional remotely sensed image classification
inferredcites →https://doi.org/10.1016/j.patcog.2012.11.025openalex-snapshot
Maximum weight and minimum redundancy: A novel framework for feature subset selection
inferredcites →https://doi.org/10.1016/s0004-3702(97)00043-xopenalex-snapshot
Wrappers for feature subset selection
inferredcites →https://doi.org/10.1016/s0378-4754(00)00270-6openalex-snapshot
Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates
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Optimal Control of Catalytic Methanol Conversion to Formaldehyde
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An Efficient Chemical Kinetics Solver Using High Dimensional Model Representation
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Efficient Implementation of High Dimensional Model Representations
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Gene Selection for Cancer Classification using Support Vector Machines
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Theoretical and Empirical Analysis of ReliefF and RReliefF
inferredcites →https://doi.org/10.1080/01431160110107743openalex-snapshot
The role of feature selection in artificial neural network applications
inferredcites →https://doi.org/10.1080/01431160500242515openalex-snapshot
Support vector machine‐based feature selection for land cover classification: a case study with DAIS hyperspectral data
inferredcites →https://doi.org/10.1080/01431160802639525openalex-snapshot
Merging hyperspectral and panchromatic image data: qualitative and quantitative analysis
inferredcites →https://doi.org/10.1109/34.31448openalex-snapshot
Effects of sample size in classifier design
inferredcites →https://doi.org/10.1109/34.574797openalex-snapshot
Feature selection: evaluation, application, and small sample performance
inferredcites →https://doi.org/10.1109/36.312897openalex-snapshot
The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon
inferredcites →https://doi.org/10.1109/36.823938openalex-snapshot
An approach to feature selection and classification of remote sensing images based on the Bayes rule for minimum cost
inferredcites →https://doi.org/10.1109/36.934069openalex-snapshot
A new search algorithm for feature selection in hyperspectral remote sensing images
inferredcites →https://doi.org/10.1109/igarss.2015.7325964openalex-snapshot
A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification
inferredcites →https://doi.org/10.1109/jstars.2013.2262926openalex-snapshot
A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image Classification
inferredcites →https://doi.org/10.1109/lgrs.2005.844658openalex-snapshot
Band Selection Based on Feature Weighting for Classification of Hyperspectral Data
inferredcites →https://doi.org/10.1109/lgrs.2014.2337320openalex-snapshot
Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization
inferredcites →https://doi.org/10.1109/tai.1995.479783openalex-snapshot
Chi2: feature selection and discretization of numeric attributes
inferredcites →https://doi.org/10.1109/tgrs.2004.842481openalex-snapshot
Investigation of the random forest framework for classification of hyperspectral data
inferredcites →https://doi.org/10.1109/tgrs.2006.880628openalex-snapshot
Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images
inferredcites →https://doi.org/10.1109/tgrs.2010.2049496openalex-snapshot
Learning Relevant Image Features With Multiple-Kernel Classification
inferredcites →https://doi.org/10.1109/tgrs.2014.2374218openalex-snapshot
Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning
inferredcites →https://doi.org/10.1109/tgrs.2016.2601622openalex-snapshot
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
inferredcites →https://doi.org/10.1109/tip.2016.2617462openalex-snapshot
Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection
inferredcites →https://doi.org/10.1109/tit.1968.1054102openalex-snapshot
On the mean accuracy of statistical pattern recognizers
inferredcites →https://doi.org/10.1109/tpami.2005.159openalex-snapshot
Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
inferredcites →https://doi.org/10.1109/tsmc.1977.4309803openalex-snapshot
On the Possible Orderings in the Measurement Selection Problem
inferredcites →https://doi.org/10.1137/070709359openalex-snapshot
Constructing Sobol Sequences with Better Two-Dimensional Projections
inferredcites →https://doi.org/10.1142/9789814343138_0005openalex-snapshot
A NOTE ON GENETIC ALGORITHMS FOR LARGE-SCALE FEATURE SELECTION
inferredcites →https://doi.org/10.3115/1075527.1075574openalex-snapshot
Feature selection and feature extraction for text categorization
inferredcites →https://doi.org/10.48550/arxiv.1601.07996openalex-snapshot
Feature Selection: A Data Perspective
inferredcites →https://doi.org/10.5555/944919.944968openalex-snapshot
An introduction to variable and feature selection
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LFAH-Net: Laplacian frequency aware hierarchical network for hyperspectral image classification
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Novel filtering method for Hyperspectral image classification: Optimization using Genetic algorithm
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4469907/v1openalex-snapshot
RETRACTED: Enhanced Crop LAI Estimation via Random Forest Regression: Bayesian Optimization and Feature Selection Approach
inferred← citeshttps://doi.org/10.2139/ssrn.6462439openalex-snapshot
Radiative Transfer Models-Guided Spectral Super-Resolution for Enhanced Alfalfa Crude Protein Prediction from Sentinel-2 Imagery
inferred← citeshttps://doi.org/10.2139/ssrn.6462446openalex-snapshot
Radiative Transfer Models-Guided Spectral Super-Resolution for Enhanced Alfalfa Crude Protein Prediction from Sentinel-2 Imagery
inferred← citeshttps://doi.org/10.31763/simple.v1i3.6openalex-snapshot
Mangrove Forest Classification in Drone Images Using HSV Color Moment and Haralick Features Extraction with K-Nearest Neighbor
inferred← citeshttps://doi.org/10.3389/fpls.2022.964769openalex-snapshot
Identification of tree species based on the fusion of UAV hyperspectral image and LiDAR data in a coniferous and broad-leaved mixed forest in Northeast China
inferred← citeshttps://doi.org/10.3390/en12224378openalex-snapshot
Data-Driven Compartmental Modeling Method for Harmonic Analysis—A Study of the Electric Arc Furnace
inferred← citeshttps://doi.org/10.3390/foods14152737openalex-snapshot
Rapid Salmonella Serovar Classification Using AI-Enabled Hyperspectral Microscopy with Enhanced Data Preprocessing and Multimodal Fusion
inferred← citeshttps://doi.org/10.3390/math13152472openalex-snapshot
A Feature Engineering Framework for Smart Meter Group Failure Rate Prediction
inferred← citeshttps://doi.org/10.3390/rs10030441openalex-snapshot
Classification of Hyperspectral Images by SVM Using a Composite Kernel by Employing Spectral, Spatial and Hierarchical Structure Information
inferred← citeshttps://doi.org/10.3390/rs11111341openalex-snapshot
Discovering the Representative Subset with Low Redundancy for Hyperspectral Feature Selection
inferred← citeshttps://doi.org/10.3390/rs11161892openalex-snapshot
Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed
inferred← citeshttps://doi.org/10.3390/rs11232859openalex-snapshot
Hyperspectral Image Super-Resolution with 1D–2D Attentional Convolutional Neural Network
inferred← citeshttps://doi.org/10.3390/rs12132110openalex-snapshot
Leaf Area Index Estimation Algorithm for GF-5 Hyperspectral Data Based on Different Feature Selection and Machine Learning Methods
inferred← citeshttps://doi.org/10.3390/rs12142327openalex-snapshot
Integrating MNF and HHT Transformations into Artificial Neural Networks for Hyperspectral Image Classification
inferred← citeshttps://doi.org/10.3390/rs13163306openalex-snapshot
Neighboring Discriminant Component Analysis for Asteroid Spectrum Classification
inferred← citeshttps://doi.org/10.3390/rs14061475openalex-snapshot
On Spectral-Spatial Classification of Hyperspectral Images Using Image Denoising and Enhancement Techniques, Wavelet Transforms and Controlled Data Set Partitioning
inferred← citeshttps://doi.org/10.3390/rs14092086openalex-snapshot
Hyperspectral Monitoring Driven by Machine Learning Methods for Grassland Above-Ground Biomass
inferred← citeshttps://doi.org/10.3390/rs14133019openalex-snapshot
A Comparative Analysis of Swarm Intelligence and Evolutionary Algorithms for Feature Selection in SVM-Based Hyperspectral Image Classification
inferred← citeshttps://doi.org/10.3390/rs15215222openalex-snapshot
MADANet: A Lightweight Hyperspectral Image Classification Network with Multiscale Feature Aggregation and a Dual Attention Mechanism
inferred← citeshttps://doi.org/10.3390/rs16213917openalex-snapshot
Enhanced Crop Leaf Area Index Estimation via Random Forest Regression: Bayesian Optimization and Feature Selection Approach
inferred← citeshttps://doi.org/10.3390/rs17121970openalex-snapshot
Long-Term Spatiotemporal Information Extraction of Cultivated Land in the Nomadic Area: A Case Study of the Selenge River Basin
inferred← citeshttps://doi.org/10.3390/rs17172977openalex-snapshot
Diagnosis of Potassium Content in Rubber Leaves Based on Spatial–Spectral Feature Fusion at the Leaf Scale
inferred← citeshttps://doi.org/10.3390/rs18030475openalex-snapshot
Spatiotemporal Dynamics of Tree Species-Level Aboveground Carbon Storage at the Canal Scale Under Green Engineering with a Random Forest Model
inferred← citeshttps://doi.org/10.3390/rs18071003openalex-snapshot
SG-YOLO: A Multispectral Small-Object Detector for UAV Imagery Based on YOLO
inferred← citeshttps://doi.org/10.3390/s25185638openalex-snapshot
Unsupervised Hyperspectral Band Selection Using Spectral–Spatial Iterative Greedy Algorithm
inferred← citeshttps://doi.org/10.34088/kojose.1658929openalex-snapshot
Refining Sparse Coding Dictionaries Using High Dimensional Model Representation for Hyperspectral Imagery
inferred← citeshttps://doi.org/10.4314/jfas.v9i4s.39openalex-snapshot
Input significance analysis: feature selection through synaptic weights manipulation for EFuNNs classifier
inferred← citeshttps://doi.org/10.4314/sajg.v9i2.20openalex-snapshot
A feature selection approach for terrestrial hyperspectral image analysis
inferred← citeshttps://doi.org/10.46481/jnsps.2024.1823openalex-snapshot
Ensemble feature selection using weighted concatenated voting for text classification
inferred← citeshttps://doi.org/10.51415/10321/5293openalex-snapshot
Predicting at-risk students in a higher educational institution in Ghana for early intervention using machine learning
inferred← citeshttps://doi.org/10.5815/ijcnis.2018.11.05openalex-snapshot
Cuckoo Optimisation based Intrusion Detection System for Cloud Computing
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