Iterative Partial Least Squares with Right-Censored Data Analysis: A Comparison to Other Dimension Reduction Techniques

Jie Huang; David Harrington

doi:10.1111/j.0006-341x.2005.040304.x

Iterative Partial Least Squares with Right-Censored Data Analysis: A Comparison to Other Dimension Reduction Techniques

Biometrics ◽

10.1111/j.0006-341x.2005.040304.x ◽

2005 ◽

Vol 61 (1) ◽

pp. 17-24 ◽

Cited By ~ 12

Author(s):

Jie Huang ◽

David Harrington

Keyword(s):

Data Analysis ◽

Dimension Reduction ◽

Least Squares ◽

Partial Least Squares ◽

Censored Data ◽

Right Censored Data ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Operating Characteristics of Partial Least Squares in Right-Censored Data Analysis and Its Application in Predicting the Change of HIV-I RNA

Probability, Statistics and Modelling in Public Health ◽

10.1007/0-387-26023-4_14 ◽

2006 ◽

pp. 202-230

Author(s):

Jie Huang ◽

David Harrington

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Censored Data ◽

Operating Characteristics ◽

Right Censored Data

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Various dimension reduction techniques for high dimensional data analysis: a review

Artificial Intelligence Review ◽

10.1007/s10462-020-09928-0 ◽

2021 ◽

Author(s):

Papia Ray ◽

S. Surender Reddy ◽

Tuhina Banerjee

Keyword(s):

Data Analysis ◽

Dimension Reduction ◽

High Dimensional Data ◽

High Dimensional ◽

Reduction Techniques ◽

High Dimensional Data Analysis ◽

Dimension Reduction Techniques

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Kriging and dimension reduction techniques for delamination detection in composites using electrical resistance tomography

Engineering Optimization ◽

10.1080/0305215x.2021.1980786 ◽

2021 ◽

pp. 1-16

Author(s):

Paulina Díaz-Montiel ◽

Luis Escalona-Galvis ◽

Satchi Venkataraman

Keyword(s):

Dimension Reduction ◽

Electrical Resistance ◽

Electrical Resistance Tomography ◽

Delamination Detection ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Dimension Reduction and Regularization Combined with Partial Least Squares in High Dimensional Imaging Genetics Studies

Springer Proceedings in Mathematics & Statistics - New Perspectives in Partial Least Squares and Related Methods ◽

10.1007/978-1-4614-8283-3_9 ◽

2013 ◽

pp. 147-158 ◽

Cited By ~ 1

Author(s):

Edith Le Floch ◽

Laura Trinchera ◽

Vincent Guillemot ◽

Arthur Tenenhaus ◽

Jean-Baptiste Poline ◽

...

Keyword(s):

Dimension Reduction ◽

Least Squares ◽

Partial Least Squares ◽

Imaging Genetics ◽

High Dimensional

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Comparative Analysis of Dimension Reduction Techniques Over Classification Algorithms for Speech Emotion Recognition

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Emerging Technologies in Computing ◽

10.1007/978-3-030-60036-5_12 ◽

2020 ◽

pp. 170-184

Author(s):

Aditi Biswas ◽

Sovon Chakraborty ◽

Abu Nuraiya Mahfuza Yesmin Rifat ◽

Nadia Farhin Chowdhury ◽

Jia Uddin

Keyword(s):

Comparative Analysis ◽

Dimension Reduction ◽

Emotion Recognition ◽

Speech Emotion Recognition ◽

Classification Algorithms ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Orthogonal projection weights in dimension reduction based on Partial Least Squares

International Journal of Computational Intelligence in Bioinformatics and Systems Biology ◽

10.1504/ijcibsb.2009.024065 ◽

2009 ◽

Vol 1 (1) ◽

pp. 100 ◽

Cited By ~ 2

Author(s):

Xue Qiang Zeng ◽

Guo Zheng Li ◽

Mary Qu Yang ◽

Geng Feng Wu ◽

Jack Y. Yang

Keyword(s):

Dimension Reduction ◽

Least Squares ◽

Partial Least Squares ◽

Orthogonal Projection

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A comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality prediction

Journal of Intelligent Manufacturing ◽

10.1007/s10845-017-1388-1 ◽

2018 ◽

Vol 30 (5) ◽

pp. 2245-2256 ◽

Cited By ~ 26

Author(s):

Yun Bai ◽

Zhenzhong Sun ◽

Bo Zeng ◽

Jianyu Long ◽

Lin Li ◽

...

Keyword(s):

Support Vector Machine ◽

Dimension Reduction ◽

Support Vector ◽

Quality Prediction ◽

Manufacturing Quality ◽

Reduction Techniques ◽

Machine Modeling ◽

Dimension Reduction Techniques

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Dimension Reduction Techniques for Clustering

10.1007/springerreference_63707 ◽

2011 ◽

Keyword(s):

Dimension Reduction ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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An Improved Process for Generating Uniform PSSMs and Its Application in Protein Subcellular Localization via Various Global Dimension Reduction Techniques

IEEE Access ◽

10.1109/access.2019.2907642 ◽

2019 ◽

Vol 7 ◽

pp. 42384-42395 ◽

Cited By ~ 3

Author(s):

Shunfang Wang ◽

Wenjia Li ◽

Yu Fei ◽

Zicheng Cao ◽

Dongshu Xu ◽

...

Keyword(s):

Subcellular Localization ◽

Dimension Reduction ◽

Global Dimension ◽

Protein Subcellular Localization ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Sparse partial least-squares regression and its applications to high-throughput data analysis

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2011.07.002 ◽

2011 ◽

Vol 109 (1) ◽

pp. 1-8 ◽

Cited By ~ 51

Author(s):

Donghwan Lee ◽

Woojoo Lee ◽

Youngjo Lee ◽

Yudi Pawitan

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

High Throughput ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

High Throughput Data ◽

High Throughput Data Analysis

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