Linear Dimensionality Reduction - Articles - Scientific Research Publishing

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 6,092 Downloads 7,079 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 7,700 Downloads 11,764 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 2,929 Downloads 3,685 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 4,862 Downloads 9,133 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 3,004 Downloads 4,557 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 1,433 Downloads 2,511 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 820 Downloads 2,235 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 152 Downloads 632 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 2,546 Downloads 3,262 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 162 Downloads 705 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 104 Downloads 632 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 48 Downloads 267 Views Citations
Review of Dimension Reduction Methods (Articles)

Salifu Nanga, Ahmed Tijani Bawah, Benjamin Ansah Acquaye, Mac-Issaka Billa, Francis Delali Baeta, Nii Afotey Odai, Samuel Kwaku Obeng, Ampem Darko Nsiah

Journal of Data Analysis and Information Processing Vol.9 No.3，August 31, 2021

DOI: 10.4236/jdaip.2021.93013 1,894 Downloads 10,183 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 11,211 Downloads 26,742 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 1,584 Downloads 2,676 Views Citations
Approximate Solution of Non-Linear Reaction Diffusion Equations in Homogeneous Processes Coupled to Electrode Reactions for CE Mechanism at a Spherical Electrode (Articles)

A. Eswari, S. Usha, L. Rajendran

American Journal of Analytical Chemistry Vol.2 No.2，February 25, 2011

DOI: 10.4236/ajac.2011.22010 6,172 Downloads 11,126 Views Citations
Model Reduction of 2-D IIR Filters (Articles)

Lahcène Mitiche, Amel Baha Houda Adamou-Mitiche, Omar Kacem, Vasil Sima

Journal of Signal and Information Processing Vol.3 No.4，November 29, 2012

DOI: 10.4236/jsip.2012.34057 4,954 Downloads 7,144 Views Citations
A Dimensional Reduction Approach Based on Essential Constraints in Linear Programming (Articles)

Eirini I. Nikolopoulou, George S. Androulakis

American Journal of Operations Research Vol.14 No.1，January 17, 2024

DOI: 10.4236/ajor.2024.141001 172 Downloads 615 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 7,395 Downloads 13,056 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 846 Downloads 1,933 Views Citations

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