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김병천(교수)

Contact Information
Office: SUPEX 330
Tel: 02-958-3699| Fax:
E-mail: bckim@business.kaist.ac.kr
Lab: 통계적 정보분석 및 모형화 연구실

Academic Groups
금융

Major
통계자료분석, 재무통계 계산 방법론, 데이터마이닝, Big Data, 정보보호 및 암호이론

학력

Iowa State Univ. 전산통계 Ph.D 1984

Iowa State Univ. 전산통계 석사 1981

서울대학교 응용수학 학사 1974

서울고등학교 1970

주요경력

한국과학기술원, 테크노경영대학원, 부대학원장 2003~현재

한국과학기술원, 전자계산소, 소장, 1991 - 1997

한국과학기술원, 산업경영학과, 교수, 1985 - 현재

Iowa State Univ., 연구원, 1979 - 1984

한국개발연구원,선임연구원, 1976 - 1979

산업체자문활동

해외건설협회 전산자문위원 1995 - 1997

동부산업주식회사 정보통신본부 자문위원 1993 - 1995

주요논문 (특허등)

A Study on Defence IT Governance and Principle Establishment, Journal of Korea infomation and Tecnology,Vol. 10 No.10,pp153-162, 2012

New Knowledge Extraction Technique using Probability for Case-based Reasoning: Application to Medical Diagnosis, EXPERT SYSTEMS, Vol. 23 No.1, pp 2-20, 2006

Cost-sensitive case-based reasoning using a genetic algorithm: Application to medical diagnosis, Artificial Intelligence in Madicine, vol. 51 No.2, pp 133-145, 2011

Logrank Test for Bivariate Data, Comm. in Statistics-Siml. and Coputation, vol.20 No.2 pp.533-540, 2000

Local Influence in Maximum Likelihood Factor Analysis, Computational Statistics and Data Analysis,Vol.23, pp 483-491, 1997

Analysis of the Unbalanced Linear Model Based on the Balanced Model, Journal of Statistical Computation and Simulation, Vol. 56, No. 4, pp 373-385, 1977

Fitting the term Structure of Interest Rates with Modified Cubic Smoothing Spline, The Journal of Financial Engneering, Vol. 5 No.2, pp. 291-297, 1996

On Certain Patterned Matrices with Statistical Applications, The Korean Communications in Statistics, Vol 2, No.1., pp 89-98, 1995

The N-th Moment of Matrix Quadratic Form, Statistics & Probability Letters, Vol. 28, pp. 291-297, 1996

연구분야

통계자료분석, 재무통계 계산 방법론, 데이터마이닝, Big Data, 정보보호 및 암호이론