Dimensionality Reduction Methods - Articles - Scientific Research Publishing

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 8,032 Downloads 12,657 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 4,130 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 7,654 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 5,072 Downloads 9,722 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 3,226 Downloads 5,119 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 3,002 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
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 989 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 360 Views Citations
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 3,677 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 790 Downloads 1,616 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 1,023 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 826 Views Citations
Statistical Methods of SNP Data Analysis and Applications (Articles)

Alexander Bulinski, Oleg Butkovsky, Victor Sadovnichy, Alexey Shashkin, Pavel Yaskov, Alexander Balatskiy, Larisa Samokhodskaya, Vsevolod Tkachuk

Open Journal of Statistics Vol.2 No.1, January 6, 2012

DOI: 10.4236/ojs.2012.21008 11,395 Downloads 27,455 Views Citations
A Foundational Protocol for Reproducible Visualization in Multivariate Quantum Data (Articles)

Cassio R. Cristani, Daniele Tessera

Open Access Library Journal Vol.13 No.2, February 11, 2026

DOI: 10.4236/oalib.1114704 54 Downloads 309 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 2,180 Downloads 4,259 Views Citations
Reducing Stochastic Discrete Models of Biochemical Networks (Articles)

Samaneh Gholami, Silvana Ilie

Applied Mathematics Vol.12 No.5, May 31, 2021

DOI: 10.4236/am.2021.125031 410 Downloads 1,394 Views Citations
The Unified Theory of Science (Articles)

Amagh Nduka

Applied Mathematics Vol.7 No.12, July 25, 2016

DOI: 10.4236/am.2016.712112 1,748 Downloads 3,160 Views Citations
Testing Rating Scale Unidimensionality Using the Principal Component Analysis (PCA)/t-Test Protocol with the Rasch Model: The Primacy of Theory over Statistics (Articles)

Peter Hagell

Open Journal of Statistics Vol.4 No.6, August 27, 2014

DOI: 10.4236/ojs.2014.46044 7,780 Downloads 14,374 Views Citations
This article belongs to the Special Issue on Research on Reliability and Validity
Identification of Significant Genes and Pathways Related to Lung Cancer via Statistical Methods (Articles)

Yuhang Wu

Advances in Bioscience and Biotechnology Vol.9 No.9, August 30, 2018

DOI: 10.4236/abb.2018.99028 982 Downloads 2,350 Views Citations

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