Hyperspectral Image Classification; Dimensionality Reduction - Articles

Semi-Supervised Dimensionality Reduction of Hyperspectral Image Based on Sparse Multi-Manifold Learning (Articles)

Hong Huang, Fulin Luo, Zezhong Ma, Hailiang Feng

Journal of Computer and Communications Vol.3 No.11, November 19, 2015

DOI: 10.4236/jcc.2015.311006 2,677 Downloads 3,675 Views Citations
Hyperspectral Image Classification Based on Hierarchical SVM Algorithm for Improving Overall Accuracy (Articles)

Lida Hosseini, Ramin Shaghaghi Kandovan

Advances in Remote Sensing Vol.6 No.1, February 8, 2017

DOI: 10.4236/ars.2017.61005 2,179 Downloads 4,256 Views Citations
A New Algorithm for Reducing Dimensionality of L1-CSVM Use Augmented Lagrange Method (Articles)

Mingzhu Cui, Liya Fan

Journal of Applied Mathematics and Physics Vol.10 No.1, January 11, 2022

DOI: 10.4236/jamp.2022.101003 257 Downloads 988 Views Citations
Application of Neural Networks to Matlab Analyzed Hyperspectral Images for Characterization of Composite Structures (Articles)

Mahmoud Z. Iskandarani

Journal of Intelligent Learning Systems and Applications Vol.5 No.3, July 31, 2013

DOI: 10.4236/jilsa.2013.53016 5,654 Downloads 9,378 Views Citations
An Actual Survey of Dimensionality Reduction (Articles)

Alireza Sarveniazi

American Journal of Computational Mathematics Vol.4 No.2, March 21, 2014

DOI: 10.4236/ajcm.2014.42006 8,029 Downloads 12,649 Views Citations
Using Decision Tree Classification and Principal Component Analysis to Predict Ethnicity Based on Individual Characteristics: A Case Study of Assam and Bhutan Ethnicities (Articles)

Tianhui Zhang, Xinyu Zhang, Xianchen Liu, Zhen Guo, Yuanhao Tian

Journal of Software Engineering and Applications Vol.17 No.12, December 12, 2024

DOI: 10.4236/jsea.2024.1712046 149 Downloads 824 Views Citations
Adaptive Lifting Transform for Classification of Hyperspectral Signatures (Articles)

Rajesh Agrawal, Narendra Bawane

Advances in Remote Sensing Vol.4 No.2, June 24, 2015

DOI: 10.4236/ars.2015.42012 4,650 Downloads 5,889 Views Citations
Discriminant Neighborhood Structure Embedding Using Trace Ratio Criterion for Image Recognition (Articles)

Jing Wang, Fang Chen, Quanxue Gao

Journal of Computer and Communications Vol.3 No.11, November 19, 2015

DOI: 10.4236/jcc.2015.311011 3,054 Downloads 4,129 Views Citations
CUR Based Initialization Strategy for Non-Negative Matrix Factorization in Application to Hyperspectral Unmixing (Articles)

Li Sun, Gengxin Zhao, Xinpeng Du

Journal of Applied Mathematics and Physics Vol.4 No.4, April 13, 2016

DOI: 10.4236/jamp.2016.44068 2,182 Downloads 3,691 Views Citations
The Discriminate Analysis and Dimension Reduction Methods of High Dimension (Articles)

Lan Fu

Open Journal of Social Sciences Vol.3 No.3, March 18, 2015

DOI: 10.4236/jss.2015.33002 6,276 Downloads 7,681 Views Citations
Lossy-to-Lossless Compression of Hyperspectral Image Using the 3D Set Partitioned Embedded ZeroBlock Coding Algorithm (Articles)

Ying Hou

Journal of Software Engineering and Applications Vol.2 No.2, July 15, 2009

DOI: 10.4236/jsea.2009.22013 7,257 Downloads 11,968 Views Citations
Clustering Analysis of Stocks of CSI 300 Index Based on Manifold Learning (Articles)

Ruiling Liu, Hengjin Cai, Cheng Luo

Journal of Intelligent Learning Systems and Applications Vol.4 No.2, May 23, 2012

DOI: 10.4236/jilsa.2012.42011 5,070 Downloads 9,719 Views Citations
A new approach for HIV-1 protease cleavage site prediction combined with feature selection (Articles)

Yao Yuan, Hui Liu, Guangtao Qiu

Journal of Biomedical Science and Engineering Vol.6 No.12, December 20, 2013

DOI: 10.4236/jbise.2013.612144 3,224 Downloads 5,117 Views Citations
Critical Evaluation of Linear Dimensionality Reduction Techniques for Cardiac Arrhythmia Classification (Articles)

Rekha Rajagopal, Vidhyapriya Ranganathan

Circuits and Systems Vol.7 No.9, July 28, 2016

DOI: 10.4236/cs.2016.79225 1,590 Downloads 3,001 Views Citations
Implementation of Manifold Learning Algorithm Isometric Mapping (Articles)

Huan Yang, Haiming Li

Journal of Computer and Communications Vol.7 No.12, December 9, 2019

DOI: 10.4236/jcc.2019.712002 983 Downloads 2,875 Views Citations
Dimensionality Reduction Evaluation for Multivariate Quantum Data (Articles)

Cassio R. Cristani, Daniele Tessera

Journal of Data Analysis and Information Processing Vol.14 No.2, April 7, 2026

DOI: 10.4236/jdaip.2026.142010 98 Downloads 359 Views Citations
Area-Correlated Spectral Unmixing Based on Bayesian Nonnegative Matrix Factorization (Articles)

Xiawei Chen, Jing Yu, Weidong Sun

Open Journal of Applied Sciences Vol.3 No.1B, January 22, 2013

DOI: 10.4236/ojapps.2013.31B009 4,174 Downloads 6,687 Views Citations
Detecting Oil Spill Contamination Using Airborne Hyperspectral Data in the River Nile, Egypt (Articles)

Islam Abou El-Magd, Sameh El Kafrawy, Islam Farag

Open Journal of Marine Science Vol.4 No.2, April 22, 2014

DOI: 10.4236/ojms.2014.42014 5,650 Downloads 8,440 Views Citations
SAR Image Compression Using Integer to Integer Transformations, Dimensionality Reduction, and High Correlation Modeling (Articles)

Sergey Voronin

Journal of Computer and Communications Vol.10 No.2, February 25, 2022

DOI: 10.4236/jcc.2022.102002 783 Downloads 1,609 Views Citations
Analysis, Identification and Prediction of Parkinson’s Disease Sub-Types and Progression through Machine Learning (Articles)

Ashwin Ram

Open Access Library Journal Vol.11 No.1, January 31, 2024

DOI: 10.4236/oalib.1111135 134 Downloads 1,022 Views Citations

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