Jangsun Baek

431 total citations
24 papers, 263 citations indexed

About

Jangsun Baek is a scholar working on Artificial Intelligence, Molecular Biology and Statistics and Probability. According to data from OpenAlex, Jangsun Baek has authored 24 papers receiving a total of 263 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 6 papers in Molecular Biology and 4 papers in Statistics and Probability. Recurrent topics in Jangsun Baek's work include Bayesian Methods and Mixture Models (6 papers), Gene expression and cancer classification (6 papers) and Statistical Methods and Inference (4 papers). Jangsun Baek is often cited by papers focused on Bayesian Methods and Mixture Models (6 papers), Gene expression and cancer classification (6 papers) and Statistical Methods and Inference (4 papers). Jangsun Baek collaborates with scholars based in South Korea, Australia and United States. Jangsun Baek's co-authors include Geoffrey J. McLachlan, L.K. Flack, Min‐Soo Kim, Jeong‐Soo Park, Thomas E. Wehrly, Jeff Miller, Wayne A. Woodward, H. L. Gray, Lili Zhang and Je‐Hwan Lee and has published in prestigious journals such as Bioinformatics, IEEE Transactions on Pattern Analysis and Machine Intelligence and Pattern Recognition.

In The Last Decade

Jangsun Baek

20 papers receiving 247 citations

Peers

Countries citing papers authored by Jangsun Baek

Since Specialization

Citations

This map shows the geographic impact of Jangsun Baek's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jangsun Baek with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jangsun Baek more than expected).

Fields of papers citing papers by Jangsun Baek

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jangsun Baek. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jangsun Baek. The network helps show where Jangsun Baek may publish in the future.

Co-authorship network of co-authors of Jangsun Baek

This figure shows the co-authorship network connecting the top 25 collaborators of Jangsun Baek. A scholar is included among the top collaborators of Jangsun Baek based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jangsun Baek. Jangsun Baek is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Mixture of Networks for Clustering Categorical Data: A Penalized Composite Likelihood Approach 2022 ·The American Statistician ·Jangsun Baek, Jeong‐Soo Park	0
2	A Penalized Matrix Normal Mixture Model for Clustering Matrix Data 2021 ·Entropy ·(unknown), Jangsun Baek	1
3	Regression models for marriage satisfaction by age according to employment patterns of couples : Focused on the women’s family panel survey 2021 ·Journal of the Korean Data and Information Science Society ·(unknown), Jangsun Baek	1
4	Development of economic fluctuation topic indices and topic indices regression model for KOSPI200 index 2020 ·Journal of the Korean Data and Information Science Society ·(unknown), (unknown), Jangsun Baek	1
5	Mixtures of Gaussian copula factor analyzers for clustering high dimensional data 2019 ·Journal of the Korean Statistical Society ·Lili Zhang, Jangsun Baek	4
6	VaR estimation using skewed mixture models and various mixtures of factor analyzers 2018 ·Journal of the Korean Data and Information Science Society ·(unknown), Jangsun Baek	0
7	Application of geographical and temporal weighted regression model to the determination of house price 2017 ·Journal of the Korean Data and Information Science Society ·(unknown), Min Soo Kim, Jangsun Baek	1
8	Garlic yields estimation using climate data 2016 ·Journal of the Korean Data and Information Science Society ·(unknown), Jangsun Baek	3
9	Onion yield estimation using spatial panel regression model 2016 ·Korean Journal of Applied Statistics ·(unknown), Jangsun Baek	2
10	Bayesian adaptive estimation of the sensory memory decay function: the quick Partial Report method 2014 ·Journal of Vision ·Jangsun Baek, Zhong‐Lin Lu	2
11	Mixtures of factor analyzers for the analysis of high-dimensional data 2011 ·Queensland's institutional digital repository (The University of Queensland) ·Geoffrey J. McLachlan, Jangsun Baek, Suren I. Rathnayake	1
12	Mixtures of common t-factor analyzers for clustering high-dimensional microarray data 2011 ·Bioinformatics ·Jangsun Baek, Geoffrey J. McLachlan	44
13	Mixtures of Factor Analyzers with Common Factor Loadings: Applications to the Clustering and Visualization of High-Dimensional Data 2009 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Jangsun Baek, Geoffrey J. McLachlan, L.K. Flack	87
14	Demension reduction for high-dimensional data via mixtures of common factor analyzers-an application to tumor classification 2008 ·Journal of the Korean Data and Information Science Society ·Jangsun Baek	0
15	Developing a GUI-based Standalone Application of MATLAB Program for Windows 2008 ·Journal of the Korean Data and Information Science Society ·(unknown), Jangsun Baek	1
16	Time to first flare-up episode of GVHD can stratify patients according to their prognosis during clinical course of progressive- or quiescent-type chronic GVHD 2007 ·Bone Marrow Transplantation ·Do‐Hyung Kim, S.K. Sohn, Jangsun Baek, Je‐Hwan Lee, S-J Choi, (unknown)	7
17	A modified correlation coefficient based similarity measure for clustering time-course gene expression data 2007 ·Pattern Recognition Letters ·(unknown), Jangsun Baek	21
18	Efficient computation of maximum likelihood estimators in a spatial linear model with power exponential covariogram 2001 ·Computers & Geosciences ·Jeong‐Soo Park, Jangsun Baek	25
19	<title>Two-dimensional wavelet-packet-based feature selection method for image recognition</title> 2000 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Min‐Soo Kim, Jangsun Baek, (unknown), (unknown)	2
20	Kernel estimation for additive models under dependence 1993 ·Stochastic Processes and their Applications ·Jangsun Baek, Thomas E. Wehrly	8

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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