Journal – Data Science Laboratory

Large-Scale Machine Learning of Media Outlets for Understanding Public Reactions to Nation-Wide Viral Infection Outbreaks

Sungwoon Choi, Jangho Lee, Min-Gyu Kang, Hyeyoung Min, Yoon-Seok Chang, and Sungroh Yoon, Methods, in press.
paper link

02 August 2017

Hyeyoung Min, Jangho Lee, Journal, Min-Gyu Kang, Sungroh Yoon, Yoon-Seok Chang, 미분류

DUDE-Seq: Fast, Flexible, and Robust Denoising for Targeted Amplicon Sequencing

Byunghan Lee, Taesup Moon, Sungroh Yoon, and Tsachy Weissman, PLOS ONE, 12(7):e0181463, July 2017.
paper link arXiv suppl

03 July 2017

-DUDESEQ, Byunghan Lee, Journal, Sungroh Yoon, Taesup Moon, Tsachy Weissman

Genetic risk score to predict biochemical recurrence after radical prostatectomy in prostate cancer: prospective cohort study

Jong Jin Oh, Seunghyun Park, Sang Eun Lee, Sung Kyu Hong, Sangchul Lee, Tae Jin Kim, In Jae Lee, Jin-Nyoung Ho, Sungroh Yoon, and Seok-Soo Byun, Oncotarget, in press.
paper link

08 May 2017

Jin-Nyoung Ho, JongJin Oh, Journal, Sangchul Lee, SangEun Lee, Seok-Soo Byun, Seunghyun Park, SungKyu Hong, Sungroh Yoon

Large-Scale Structured Sparsity via Parallel Fused Lasso on Multiple GPUs

Taehoon Lee, Joong-Ho Won, Johan Lim, and Sungroh Yoon, Journal of Computational and Graphical Statistics, in press.
paper link

02 May 2017

Johan Lim, Joong-Ho Won, Journal, Sungroh Yoon, Taehoon Lee

NC-link: A New Linkage Method for Efficient Hierarchical Clustering of Large-Scale Data

Yongkweon Jeon, Jaeyoon Yoo, Jongsun Lee, and Sungroh Yoon, IEEE Access, vol. 5, no. 1, pp. 5594-5608, April 2017
paper link

04 April 2017

Jaeyoon Yoo, Jongsun Lee, Journal, Sungroh Yoon, Yongkweon Jeon

Machine Learning-Based Identification of Endogenous Cellular microRNA Sponges against Viral microRNAs

Soowon Kang, Seunghyun Park, Sungroh Yoon, and Hyeyoung Min, Methods, in press.
preprint link

16 March 2017

Hyeyoung Min, Journal, Seunghyun Park, Soowon Kang, Sungroh Yoon

An Effective Pre-Store/Pre-Load Method Exploiting Intra-Request Idle Time of NAND Flash-Based Storage Devices

Jin-Young Kim, Tae-Hee You, Hyeokjun Seo, Sungroh Yoon, Jean-Luc Gaudiot, Eui-Young Chung, Microprocessors and Microsystems, in press.
paper link

13 March 2017

Eui-Young Chung, Hyeokjun Seo, Jin-Young Kim, Journal, Sungroh Yoon

Exome-Based Genome-Wide Association Study and Risk Assessment using Genetic Risk Score to Prostate Cancer in the Korean Population

Jong Jin Oh, Soo Ji Lee, Joo-Yeon Hwang, Dokyoon Kim, Sang Eun Lee, Sung Kyu Hong, Jin-Nyoung Ho, Sungroh Yoon, Joohon Sung, Wun-Jae Kim, and Seok-Soo Byun, Oncotarget, in press.
paper link

16 February 2017

Jin-Nyoung Ho, JongJin Oh, Journal, Seok-Soo Byun, SungKyu Hong, Sungroh Yoon

hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Units based on Homopolymer Compaction

Seunghyun Park, Hyun-soo Choi, Byunghan Lee, Jongsik Chun, Joong-Ho Won, and Sungroh Yoon, IEEE/ACM Transactions on Computational Biology and Bioinformatics, in press.
preprint link

20 January 2017

Byunghan Lee, Hyunsoo Choi, Journal, Seunghyun Park

Development and External Validation of the Korean Prostate Cancer Risk Calculator for High-grade Prostate Cancer: Comparison with Two Western Risk Calculators in an Asian Cohort

Jae Young Park, Sungroh Yoon, Man Sik Park, Hoon Choi, Jae Hyun Bae, Du Geon Moon, Sung Kyu Hong, Sang Eun Lee, Chanwang Park, and Seok-Soo Byun, PLOS ONE, 12(1): e0168917, January 2017.
paper link

03 January 2017

Du Geon Moon, Jae Young Park, Journal, Man Sik Park, SangEun Lee, Seok-Soo Byun, SungKyu Hong, Sungroh Yoon

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