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Guangbao Guo

Shandong University of Technology

No: 88, Gongqingtuan west road

No. 88 Gongqingtuan Road

Zibo, 255012

China

SCHOLARLY PAPERS

10

DOWNLOADS

403

TOTAL CITATIONS

2

Scholarly Papers (10)

1.

Optimal Subset Selection for Distributed Local Principal Component Analysis

Number of pages: 20 Posted: 13 Sep 2024
Guangbao Guo and Guoqi Qian
Shandong University of Technology and University of Melbourne
Downloads 86 (765,566)
Citation 1

Abstract:

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data reduction, distributed inference, Computational complexity, local principal component analysis.

2.

Llic: An R Package for the Optimal Subset of Variables for Laplace Regression Data

Number of pages: 9 Posted: 10 Dec 2024
Yaxuan Wang and Guangbao Guo
Shandong University of Technology and Shandong University of Technology
Downloads 76 (830,555)

Abstract:

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R package, Laplace regression, LIC, the optimal subset.

3.

Orkm: Online Regularizedk-Means Clustering for Online Multi-View Data

Number of pages: 30 Posted: 19 Jun 2023
Guangbao Guo, Miao Yu and Guoqi Qian
Shandong University of Technology, Shandong University of Technology and University of Melbourne
Downloads 64 (924,743)
Citation 1

Abstract:

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projected gradient decent, online clustering, textual data, matrix factorization

4.

“Lic”: An R Package for  Optimal Subset Selection

Number of pages: 11 Posted: 15 Jun 2024
Guangbao Guo and Di Chang
Shandong University of Technology and Shandong University of Technology
Downloads 46 (1,109,210)

Abstract:

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R package, optimal subset selection, redundant information, Parallel Computing

5.

“Lfm”: Laplace Factor Model Analysis and Evaluation

Number of pages: 11 Posted: 27 Nov 2024
Siqi Liu and Guangbao Guo
Shandong University of Technology and Shandong University of Technology
Downloads 39 (1,249,711)

Abstract:

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R package, Laplace Factor Model, Sparse Online Principal Component, Farm Test methods

6.

“Tfm”: Sparse Online Principal Component for Tfm

Number of pages: 8 Posted: 28 Jan 2025
Beibei Wu and Guangbao Guo
Shandong University of Technology and Shandong University of Technology
Downloads 32 (1,290,922)

Abstract:

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R package 、Truncted Factor Model、Sparse Online Principal Component

7.

Orkm: An R Package for Online Multi-View Data Clustering

Number of pages: 24 Posted: 07 Aug 2025
Guangbao Guo, Miao Yu and Shu Li
Shandong University of Technology, Shandong University of Technology and Shandong University of Technology
Downloads 26 (1,372,601)

Abstract:

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Online multi-view data, online K-means clustering, Regularization, singleview

8.

Ppcdt: An Optimal Subset Selection for Distributed Hypothesis Testing

Number of pages: 8 Posted: 15 Jun 2024
Jiarui Li, Yaping Li and Guangbao Guo
Shandong University of Technology, Shandong University of Technology and Shandong University of Technology
Downloads 22 (1,424,331)

Abstract:

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R package, hypothesis testing, optimal subset

9.

Distributed Regression Imputation for Distributed Cluster-Type Missing Data

Number of pages: 30 Posted: 06 Aug 2025
Guangbao Guo, James Allison, Ruiling Niu and Guoqi Qian
Shandong University of Technology, North-West University, Shandong University of Technology and University of Melbourne
Downloads 11 (1,534,404)

Abstract:

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missing data, cluster analysis, distributed imputation, trimmed scores regression

10.

An R Package for Missing Data Imputation with Iterated Score Regression

Number of pages: 9 Posted: 04 Jun 2026
Guangbao Guo and Lixing Zhu
Shandong University of Technology and Beijing Normal University - Zhuhai Campus
Downloads 1

Abstract:

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missing data, iterated score regression, R package, data imputation, distributed computing.