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CONFERENCES

INTERNATIONAL CONFERENCES

Junghye Lee, Junyoung Jeong, Chi-Hyuck Jun, “Markov Blanket Feature Selection in Mixed Data”, Proceedings of APIEMS 2015 conference, Ho Chi Minh City, Vietnam, December 9-11, 2015.

Junghye Lee, Kyeol Chang, Hoeil Chung, Hyeseon Lee, “Selection of variables in a series of spectra collected by continuously changing sample temperature to improve accuracy of multivariate analysis”, Chemometrics in Analytical Chemistry 2015, Changsha, China, June 22-26, 2015.

Junghye Lee, Kyeol Chang, Hyeseon Lee, Chi-Hyuck Jun, Hoeil Chung, “Markov blanket feature selection to improve accuracy of a multivariate calibration model for spectral data”, Chemometrics in Analytical Chemistry 2015, Changsha, China, June 22-26, 2015.

Wonji Lee, Junghye Lee, Kwang-Jae Kim and Chi-Hyuck Jun, “Data mining techniques for risk prediction of hypertension and its complications”, Proceedings of 2014 ICISE, Hongkong, China, December 15-17, 2014.

Junghye Lee, Wonji Lee, Hyeseon Lee, Sung-Hong Kang and Chi-Hyuck Jun, “Bayesian Network Analysis: Hypertension and its Complications Incidence Analysis”, Proceedings of APIEMS 2014 conference, Jeju, Korea, October 12-14, 2014.

Junghye Lee, Hyeseon Lee, and Hoeil Chung, “Support Vector Regression based Recursive Feature Elimination for Compositional Prediction of Naphtha by Near-infrared Spectroscopy”, Asian NIR Symposium 2014, Daegu, Korea, June 17-20, 2014.

Junghye Lee, Sanguk Lee, Hyeseon Lee, Hoeil Chung and Chi-Hyuck Jun, “Kernel-based prediction model for quantitative analysis based on vibrational spectroscopy”, Chemometrics in Analytical Chemistry 2014, Richmond, Virginia, US, June 9-13, 2014.

Kwang-Jae Kim, Ryeok-Hwan Kwon, Ki-Hun Kim, Sung-Hong Kang , Yea-Eun Kim, Eun-Ju Kim, Chi-Hyuck Jun, Junghye Lee and Wonji Lee, “Development of a Service Model for Hypertension Patient Management”, Proceedings of the Spring Conference on Systems Engineering and Management Science 2014, Shenzhen, China, May 16-17, 2014.

 

 

DOMESTIC CONFERENCES

MyoungHoon Lee, Suhyeon Kim, Hangyeol Kim, Junghye Lee, “Development of Technology Opportunity Discovery index based on Knowledge Graph Analysis and Deep Learning-based Text mining “, Proceedings of KORMS & KIIE 2021 Joint Conference, Jeju, Korea, June 2-5, 2021.

Wonho Sohn, Suhyeon Kim, Dongcheol Lim and Junghye Lee, “A Port Throughput Prediction Model based on Dynamic Graph Representation Learning”, Proceedings of KORMS & KIIE 2021 Joint Conference, Jeju, Korea, June 2-5, 2021.

Seok-Ju Hahn and Junghye Lee, “Federated Learning with Learned Sufficient Statistic and Generative Models”, Proceedings of KORMS & KIIE 2021 Joint Conference, Jeju, Korea, June 2-5, 2021.

Ki-hyuk Yoon, Kyeongbin Kim, Hojin Cho, Junghye Lee, Chiehyeon Lim, “Artificial intelligence development and practical process application for quality prediction and process optimization of petrochemical processes”, Proceedings of KSQM 2021 Spring Conference, Seoul, Korea, May 21, 2021.

Yeongjae Gil and Junghye Lee, “Differentially Private and Secure Distributed Logistic Regression based on Preconditioned Stochastic Gradient Langevin Dynamics”, Proceedings of KIIE 2019 Fall Conference, Seoul, Korea, November, 8, 2019.

Seok-Ju Hahn and Junghye Lee, “Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data”, Proceedings of KIIE 2019 Fall Conference, Seoul, Korea, November, 8, 2019.

Suhyeon Kim, Wonho Sohn, Dongcheol Lim and Junghye Lee, “Development of A Novel Framework for Liquid Bulk Cargo Volume Analysis”, Proceedings of KIIE 2019 Fall Conference, Seoul, Korea, November, 8, 2019.

Suhyeon Kim, Hangyeol Kim and Junghye Lee, “Development of Biological Age based on Representation Learning”, Proceedings of KDMS 2018 Spring Conference, Seoul, Korea, November, 8, 2018.

Suhyeon Kim, Haecheong Park and Junghye Lee, “Word2vec based Latent Semantic Analysis (W2V-LSA): New Topic Modeling Method for Trend Analysis on Blockchain Technology Research”, Proceedings of KIIE 2018 Fall Conference, Seoul, Korea, November, 8, 2018.

Junghye Lee and Chi-Hyuck Jun, “A new feature ranking method using a Markov blanket for gene selection”, Proceedings of KIIE 2015 Fall Conference, Seoul, Korea, November, 7, 2015.

Su-Dong Lee, Junghye Lee and Chi-Hyuck Jun, “Does public expenditure on health help to decrease private health expenditure? – Panel Granger-causality evidence for OECD countries”, Proceedings of KORMS, KIIE, ESK, KSIE & KSS 2015 Joint Conference, Jeju, Korea, April 8-11, 2015.

Junghye Lee and Chi-Hyuck Jun, “Markov blanket feature selection for classification”, Proceedings of KIIE 2014 Fall Conference, Suwon, Korea, November 21-22, 2014.

Junghye Lee, Wonji Lee, Hyeseon Lee and Chi-Hyuck Jun, “Hypertension Occurrence Analysis using a Bayesian Network”, Proceedings of KORMS & KIIE 2014 Joint Conference, Busan, Korea, May 16-17, 2014.

Wonji Lee, Junghye Lee, Hyeseon Lee and Chi-Hyuck Jun, “Comparing performance of classification techniques for predicting hypertension complication risk”, Proceedings of Korean Statistical Society 2014 Spring Conference, Daejeon, Korea, May 23-24, 2014.

Wonji Lee, Junghye Lee, Hyeseon Lee and Chi-Hyuck Jun, “Risk Prediction of Hypertension Complicates using Classification Techniques”, Proceedings of KORMS & KIIE 2014 Joint Conference, Busan, Korea, May 16-17, 2014.

Junghye Lee and Chi-Hyuck Jun, “Classification with discrete and continuous variables via Markov blanket feature selection”, Korea BI Data mining conference, Sokcho, Korea, November 29-30, 2013.

Junghye Lee, Hyeseon Lee and Chi-Hyuck Jun, “Kernel-based Partial Least Squares for Compositional Analysis of Naphtha”, Proceedings of KORMS & KIIE 2013 Joint Conference, Yeosu, Korea, May 24-25, 2013.