Category / Journal

End-to-end Representation Learning for Chemical-Chemical Interaction Prediction

Sunyoung Kwon and Sungroh Yoon, IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 16, no. 5, pp. 1436-1447, September/October 2019.
paper  link

10 October 2019
Journal, Sunyoung Kwon

Learning-based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography

Hyun-Soo Choi, Seonwoo Min, Siwon Kim, Ho Bae, Jee-Eun Yoon, Inha Hwang, Dana Oh, Chang-ho Yoon, Sungroh Yoon, IEEE Access, in press.
paper  link

18 September 2019
Journal, Sungroh Yoon

PuVAE: A Variational Autoencoder to Purify Adversarial Examples

Uiwon Hwang, Jaewoo Park, Hyemi Jang, Sungroh Yoon, Nam Ik Cho, IEEE Access, vol. 7, no. 1, pp. 126582-126593, September 2019.
paper  link  arXiv

04 September 2019
Journal, Sungroh Yoon

Pediatric Sleep Stage Classification using Multi-domain Hybrid Neural Networks

Yonghoon Jeon, Siwon Kim, Hyun-Soo Choi, Yoon Gi Chung, Sun Ah Choi, Hunmin Kim, Sungroh Yoon, Hee Hwang, Ki Joong Kim, IEEE Access, vol. 7, no. 1, pp. 96495–96505, July 2019.
paper  link

11 July 2019
Journal, Sungroh Yoon

Electroencephalographic Resting-State Functional Connectivity of Benign Epilepsy with Centrotemporal Spikes

Hyun-Soo Choi, Yoon Ki Jung, So Youn Ahn, Sungroh Yoon, Hee Hwang, Hunmin Kim, Journal of Clinical Neurology, vol. 15, no. 2, pp. 211-220, April 2019.
paper  link

02 April 2019
Hyunsoo Choi, Journal, Sungroh Yoon

Cracking the code of personalized medicine

Advertisement Feature (not a peer reviewed research article) in Nature Research, March 2019.
link

28 March 2019
Journal, Sungroh Yoon

How Generative Adversarial Networks and Their Variants Work: An Overview

Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo, Sungroh Yoon, ACM Computing Surveys, vol. 52, no. 1, article 1, February 2019.
paper  link  arXiv

01 February 2019
Journal, Sungroh Yoon

Changes in Lesional and Non-lesional Skin Microbiome During Treatment of Atopic Dermatitis

Sunyoung Kwon, Ji Young Choi, Jung-Won Shin, Chang-Hun Huh, Kyoung-Chan Park, Mi-Hee Du, Sungroh Yoon, Jung-Im Na, Acta Dermato-Venereologica, vol. 99, no. 3, pp. 284-290, February 2019.
paper  link

01 February 2019
Journal, Sungroh Yoon, Sunyoung Kwon

MUGAN: Multi-GPU Accelerated AmpliconNoise Server for Rapid Microbial Diversity Assessment

Byunghan Lee, Hyeyoung Min, and Sungroh Yoon, Bioinformatics, in press.
preprint   link

01 January 2019
Byunghan Lee, Hyeyoung Min, Journal, Sungroh Yoon

LncRNAnet: Long Noncoding RNA Identification using Deep Learning

Junghwan Baek, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon, Bioinformatics, vol. 34, no. 22, pp. 3889-3897, November 2018.
paper   link

15 November 2018
Byunghan Lee, Journal, Junghwan Baek, Sungroh Yoon, Sunyoung Kwon

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