서강대학교 전자계산학과 - 1988
서울대학교(공학석사) - 1990
서울대학교(공학박사) - 1995

본교 전임교원 최초 임용일 : 1996.3.1

주성분분석과 축소된 이차신경망을 이용한 기하학적 변형에 무관한 패턴인식

서울대학교 컴퓨터공학과 -1988
서울대학교 대학원 (공학석사) -1990
서울대학교 대학원 (공학박사) -1996

본교 전임교원 최초 임용일 : 1997.3.1

CSMA 기반 실시간 네트워크의 설계 및 분석

중앙대학교 전산계산학과
텍사스 주립대 컴퓨터공학 석사 (알링턴)
텍사스 주립대 컴퓨터공학 박사 (알링턴)

(현) 제주대학교 스마트그리드 연구센터장 (2010. 9~ 현재)
(현) 제주대학교 전기차 사업단장 (2013.8 ~ 현재)
(현) 제주일보 논설위원
(전) 제주대학교 자연과학대학 학장 (2017.3~ 2019.2)
(전) 제주대학교 취업전략본부 본부장(2010. 3 ~ 2012. 2)
(전) 제주특별자치도 전기차활성화위원회 위원장 (2016.2~ 2020.2)
(전) 텔레매틱스 요소기술 연구센터장 (ITRC) (2004. 9 ~2010. 12)
(전) 행정안전부 고용창출100인포럼 위원 (2010~2012)
(전) 한국정보처리학회 이사
(전) 한국인터넷정보학회 이사
(전) 제주대학교 연구실적 우수교수

- Price effect analysis and pre-reservation scheme on electric vehicle charging networks, International Journal of Electrical and Computer Engineering, 2019
- Design of a monitoring-combined siting scheme for electric vehicle chargers, International Journal of Electrical and Computer Engineering, 2018
- Correlation analysis between the renewable energy source generation and the utilization for smart grid in Korea, Transactions of the Korean Institute of Electrical Engineers, 2017
- Analysis of stream data from electric vehicles for energy consumption statistics, Advanced Science Letters, 2016
- Charging facility monitoring stream analysis based on hadoop for smart grids, International Journal of Software Engineering and its Applications, 2015
- A tour scheduler pursuing energy efficiency and time-dependent gains for electric vehicles, Information-An International Interdisciplinary Journal, 2014
- Design of a shape file index for fast map matching in electric vehicle services, International Journal of Control and Automation, 2013
- Demand forecast for electric vehicle sharing systems using movement history archive, Communications in Computer and Information Science, 2012
- Intelligent Management Message Routing in Ubiquitous Sensor Networks, Lecture Note in Artificial Intelligence, 2011
- Association analysis of location tracking data for various telematics services, Lecture Note in Computer Science, 2010

숙명여자대학교 전산학과
숙명여자대학교 전산학과(이학석사)
고려대학교 컴퓨터학과(이학박사)

본교 전임교원 최초 임용일 : 2004.9.1
고려대학교 연구조교수
고려대학교 출강강사

TCP Connection Management for QoS Guaranted Service and Web Performance Improvement under Persistent HTTP, 고려대학교, 2002, 8

제주대학교 전산통계학과 (학사)
연세대학교 응용통계학과 (석사)
피츠버그 대학교 Biostatistics (박사)

Postdoc in department Genetics, Yale School of Medicine
Research Assistant Professor, Cincinnati Children's Hospital Medical Center (CCHMC)

Methodological Accomplishment:
Sunghee Oh* and Seongho Song. Differential gene expression (DEX) and alternative splicing events (ASE) for temporal dynamic processes using HMMs and hierarchical bayesian modeling approaches. Invited Springer Book Chapter (In Press) (2015)
Oh* S, Song S, Dasguta N, and Grabowski GA. (2014) The landscape of static and temporal dynamics in transcriptome data. Front Genet.
Oh* S, Song S,Grabowski G, Zhao H, and Noonan JP. (2013) Time series expression analyses using mRNA-seq: A statistical approach. Journal of Biomed Research International.
Sunghee Oh*, Dongwan Kang, Guy N Brock, and George C. Tseng. (2011) Biological impacts of missing value imputation on down-stream analyses in microarray data. Bioinformatics 27:78-86
Sunghee Oh*, George C. Tseng, and Etienne Sibille. (2011) Reciprocal Phylogenetic Conservation of Molecular Aging in Mouse and Human Brain. Neurobiology of Aging 32:1331-5.
Sunghee Oh* (2015) How are Bayesian and non-parametric methods doing a great job in RNA-seq expression profile? Communications for Applications and Methods

Collaborative Accomplishment:
Albert E. Ayoub, Sunghee Oh*, Yanhua Xie, Jing Leng, Justin Cotney, Martin H. Dominguez, James P. Noonan and Pasko Rakic. (2011) Transcriptional programs in transient embryonic zones of the cerebral cortex defined by high- resolution mRNA-sequencing. Proc. Natl. Acad.Sci. 108:14950-5
Cotney J, Leng J, Oh* S, Demare LE, Adinolfi H, Gestein MB, Noonan JP. (2012) Department of Genetics, Yale School of Medicine, Genome-wide transitions in chromatin state and enhancer activation characterize mammalian limb development. Genome Research. 22(6):1069-80.
Etienne Sibille, Yingjie Wang, Jennifer Joeyen-Waldorf, Chris Gaiteri, Alexandre Surget, Sunghee Oh*, Catherine Belzung, George C Tseng, and David A Lewis. (2009) A Phylogenetically-Conserved Molecular Signature of Depression in the Amygdala. American Journal of Psychiatry 166:1011-24.
Glorioso, C., Oh, S*., Douillard, G., Sibille, E. (2011) Brain molecular aging, promotion of neurological disease and modulation by Sirtuin5 longevity gene polymorphism. Neurobiology of disease 41:279-90.
Alfred Guirguis, Esther Elishaev, Sunghee Oh*, George C. Tseng, Kristin Zorn, Julie A. DeLoia. (2008) Use of Gene Expression Profiles to Stage Concurrent Endometrioid Tumors for the Endometrium and Ovary. Gynecologic Oncology 108:370-376.
Bandyopadhyay U, Cotney J, Nagy M, Oh* S, Leng J, Mahajan M, Mane S, Fenton WA, Noonan JP, Horwich AL. (2013) RNA-seq profiling of spinal cord motor neurons from a presymptomatic SOD1 ALS mouse. PLoS One. 8(1) e53575
Dasgupta N, Xu You-Hai, Oh* S, Sun Y, Li J, Keddache M, Grabowski GA. (2013) Gaucher Disease: Transcriptome analyses using Microarray and mRNA Sequencing in a Gba1 Mutant Mouse Model Treated with Velaglucerase alfa or Imiglucerase. PLoS One. 8(10) e74912
Hong Ji, Xue Zhang, Sunghee Oh*, Ashley Ulm, Christopher Mayhew, Mark Erickson, James Wells, and Gurjit K. Khurana Hershey. (2014) Dynamic transcriptional and epigenomic reprogramming from nasal epithelial cells to induced pluripotent stem cells. J Allergy Clin Immunol.
Xue Zhang, Ashley Ulm, Hari K. Somineni, Sunghee Oh*, Maria Lehn, Matthew Wirauch, Hongxuan, Edith Janssen, and Hong Ji. (2014) Aug 20;7:21 DNA methylation dynamics during ex vivo differentiation and maturation of dendritic cell. Epigenetics Chromatin

이화여자대학교 통계학과(이학사)
서울대학교 통계학과(석박사통합과정, 이학박사)

2018. 9. 1. ~ present : Assistant Professor, Dept. of Computer Science & Statistics
Postdoc in Research Institute for Basic Sciences, Jeju National University

Song, J. and Kang, J. (2018) Parameter change tests for ARMA-GARCH models, Computational Statistics & Data Analysis 121, 41-56.
Kang, J. (2018) Detection of parameter change in random coefficient integer-valued autoregressive models, Entropy 20, 2.
Kang, J. and Song, J. (2017) Score test for parameter change in Poisson autoregressive models, Economics Letters 160, 33-37.
Song, J. Oh, D. and Kang, J. (2017) Robust estimation in stochastic frontier models, Computational Statistics & Data Analysis 105, 243-267.
Kang, J. (2015) Robust CUSUM test for time series of counts and its application to analyzing the polio incidence data, Journal of the Korean Data & Information Science Society 26, 6, 1565-1572.
Kang, J. and Song, J. (2015) Robust parameter change test for Poisson autoregressive models, Statistics & Probability Letters 104, 14-21.
Kang, J. and Lee, S. (2014) Minimum density power divergence estimator for Poisson autoregressive models, Computational Statistics & Data Analysis 80, 44-56.
Kang, J. and Lee, S. (2014) Parameter change test for Poisson autoregressive models, Scandinavian Journal of Statistics 41, 4, 1136-1152.
Kang, J. and Lee, S. (2009) Parameter change test for random coefficient integer-valued autoregressive processes with application to polio data, Journal of Time Series Analysis 30, 2, 239？258.

전남대학교 수학통계학부(학사)
전남대학교 통계학과(이학석사)
전남대학교 수학/통계학과(이학박사)

제주대학교 데이터사이언스학과 조교수(2022.3. ~ )
국립기상과학원 인공지능기상연구과 기상연구사(2016.2. ~ 2022.2)

Seo, Y. A., & Park, J. S. (2021). Expectation-Maximization Algorithm for the Calibration of Complex Simulator Using a Gaussian Process Emulator. Entropy, 23(1), 53.
Seo, Y. A., Kim, K. R., Cho, C., Oh, J. W., & Kim, T. H. (2020). Deep neural network-based concentration model for oak pollen allergy warning in South Korea. Allergy, Asthma & Immunology Research, 12(1), 149-163.
Seo, Y. A., & Kim, Y. A. (2020). Factors affecting acceptance of cosmetic surgery in adults in their 20s？30s. Aesthetic Plastic Surgery, 44(5), 1881-1888.
Kim, Y. A., Seo, Y. A., Chung, H. I. C., & Yoon, S. (2019). A meta-analysis for the effectiveness of programs for promoting family resilience in Korea. The Korean Data & Information Science Society, 30(4), 797-812.
Seo, Y. A., Chung, H. I. C., & Kim, Y. A. (2019). Experience and acceptance of cosmetic procedures among South Korean women in their 20s. Aesthetic Plastic Surgery, 43(2), 531-538.
Kim, T. H., Seo, Y. A., Kim, K. R., Cho, C., & Han, M. J. (2019). Improvement and evaluation of emission formulas in UM-CMAQ-Pollen model. Atmosphere, 29(1), 1-12.
Kim, K. R., Oh, J. W., Woo, S. Y., Seo, Y. A., Choi, Y. J., Kim, H. S., ... & Kim, B. J. (2018). Does the increase in ambient CO2 concentration elevate allergy risks posed by oak pollen?. International journal of biometeorology, 62(9), 1587-1594.
Kim, Y. A., Seo, Y. A., & Yoon, S. (2018). The effects of obesity intervention programs for adolescents in Korea: A systematic review and meta-analysis. The Korean Data & Information Science Society, 29(3), 689-703.
Murshed, M. S., Seo, Y. A., Park, J. S., & Lee, Y. (2018). Use of beta-P distribution for modeling hydrologic events. Communications for Statistical Applications and Methods, 25(1), 15-27.
Seo, Y. A., Lee, Y., Park, J. S., Kim, M. K., Cho, C., & Baek, H. J. (2015). Assessing changes in observed and future projected precipitation extremes in South Korea. International Journal of Climatology, 35(6), 1069-1078.
Jeong, B. Y., Murshed, M., Seo, Y. A., & Park, J. S. (2014). A three-parameter kappa distribution with hydrologic application: a generalized gumbel distribution. Stochastic Environmental Research and Risk Assessment, 28(8), 2063-2074.
Murshed, M., Seo, Y. A., & Park, J. S. (2014). LH-moment estimation of a four parameter kappa distribution with hydrologic applications. Stochastic Environmental Research and Risk Assessment, 28(2), 253-262.

제주대학교 수학교육과
연세대학교(이학석사)
연세대학교(이학박사)

본교 전임교원 최초 임용 : 1989.4.24
미국 노스캐롤라이나대학 방문교수
교육인적자원부 대학정보화분과 위원
제주대학교 전산정보원장/대학 이러닝센터장/국공립기관정보협의회장
제주IT포럼회장/제주지역정보화 촉진협의회 부위원장
제주대학교 자연과학대학장

Factors associated with lower urinary tract symptoms for patients with parkinso's diease, 2009.02.27
Initial Mode Decision Method for Clustering in Categorical Data, 2007.05.31
통합형 사이버학습시스템의 모형개발, 2007.03.30
사용자 웹 사이트 방문 시간을 고려한 연관규칙, 2006.06.30
Performance evaluation of parallel systems employing roll-foward chekpoint schemes, 2006.05.08
SiZer for Jump Detection, 2006.01.30

성균관대학교 수학과 - 1972.2
연세대학교(교육학석사) - 1976.2
성균관대학교(이학박사) - 1989.2

본교 전임교원 최초 임용일 1981.9.10
미국 일리노이 주립대 교환교수
한국통계학회 평의원
제주대학교 자연과학대학장

이중표본추출에서의 Bayes 및 최대최소과정