국립부경대학교 | 통계·데이터사이언스
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  • 주소 : (48513)부산광역시 남구 용소로45 자연과학2관(C24) 7110호
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  • 홈페이지 : 

1987 ~ 1991    서울대학교 통계학과: 이학박사 

 

1981 ~ 1983    서울대학교 통계학과이학석사

 

1977 ~ 1981    서울대학교 계산통계학과이학사

2020 - 2023 이사, 한국품질경영학회
2017 - 2018 회장, 한국데이터정보과학회
2014 - 2016 편집위원장, 응용통계연구
2014 - 2019 부회장, 한국품질경영학회
2011 - 2018 Editorial Board, Quality Engineering (An official journal of the American Society for Quality)
2010 - 2012 부학장, 부경대학교 자연과학대학
2008 - 2017 Board of Directors, IASC-ARS (The Asian Regional Section of The International Association for Statistical Computing)
2008 - 2009 방문교수, Institute of Statistical Science, Academia Sinica, 대만
2005 - 2006 소장, 부경대학교 기초과학연구소
2000 - 2001 방문교수, University of Florida, 미국
1990 - 1996 겸직 연구관, 한국수산과학원
1985 - 현재 교수, 부경대학교 통계학과
1983 - 1985 Senior Programmer, Information Technology Center, 한국산업은행
· evaluation for supersaturated designs
· data visualization in statistical engineering
· big data visualization
· hyperparameter tuning in deep learning
2021-2학기

통계패키지및실습, 기계학습및실습, 데이터시각화및실습

2021-1학기

데이터사이언스개론및실습,통계학습모형및실습

2020-2학기

통계패키지및실습, 빅데이터로세상읽기, 기계학습및실습

데이터시각화및실습

2020-1학기

데이터사이언스개론및실습, 통계언어프로그래밍및실습,

통계학습모형및실습

2019-2학기 통계패키지및실습, 기계학습및실습
2019-1학기 실험계획법실습, 빅데이터로세상읽기, 데이터사이언스및실습
1 Jang, D. H. (2018). Discussion of “Graphics to facilitate informative discussion and team decision-making”, Applied Stochastic Models in Business and Industry, Vol. 34, 981-984.
2 Jang, D. H. and Anderson-Cook, C. M. (2018). Assessing robustness of factor ranking for supersaturated designs, Quality and Reliability Engineering International, Vol. 34, 417-426.
3 Jang, D. H. and Anderson-Cook, C. M. (2017). Examining robustness of model selection with half-normal and LASSO plots for unreplicated factorial designs, Quality and Reliability Engineering International, Vol. 33, 1921-1928
4 Kim, Y. I. Jang, D. H., and Anderson-Cook, C. M. (2017). Selecting the Best Wild-Card Entries in a Covering Array, Quality and Reliability Engineering International, Vol. 33, 1615-1627.
5 Jang, D. H. and Anderson-Cook, C. M. (2017). Influence Plot for LASSO, Quality and Reliability Engineering International, Vol. 33, 1317-1326.
6 Jang, D. H. and Anderson-Cook, C. M. (2017). Firework Plots for Evaluating the Impact of Outliers and Influential Observations in Ridge Regression, Quality and Reliability Engineering International, Vol. 33, 709-725.
7 Kim, Y. I. Jang, D. H., and Anderson-Cook, C. M. (2016). Graphical Methods for Evaluating Covering Arrays, Quality and Reliability Engineering International, Vol. 32, 1467-1481.
8 Jang, D. H., , Kim, Y. I., and Anderson-Cook, C. M. (2016). Graphical Methods for Influential Data Points in Cluster Analysis, Quality and Reliability Engineering International, Vol. 32, 231-239.
9 Jang, D. H. and Anderson-Cook, C. M. (2015). Firework Plots as a Graphical Exploratory Data Analysis Tool for Evaluating the Impact of Outliers and Influential Observations in Generalized Linear Models, Quality Technology & Quantitative Management, Vol. 12, 419-432.
10 Jang, D. H. and Anderson-Cook, C. M. (2015). Visualization Approaches for Evaluating Ridge Regression Estimators in Mixture and Mixture-Process Experiments, Quality and Reliability Engineering International, Vol. 31, 1483-1494.
11 Jang, D. H. and Anderson-Cook, C. M. (2014). Firework Plot as a Graphical Exploratory Data Analysis Tool for Evaluating the Impact of Outliers in Data Exploration and Regression, Quality and Reliability Engineering International, Vol. 30, 1409-1425.
12 Jang, D. H and Anderson-Cook, C. M., and Kim, Y. I. (2014). Correlation-Based r-plot for Evaluating Supersaturated Designs, Quality and Reliability Engineering International, Vol. 30, 503-512.
13 Jang, D. H. , Anderson-Cook, C. M., and Kim, Y. I. (2012). Three-Dimensional Quantile Plots and Dynamic Quantile Plots for the Prediction Variance for Response Surface Designs, Quality and Reliability Engineering International, Vol. 28, 713-723.
14 Jang, D. H. and Anderson-Cook, C. M. (2011). Fraction of Design Space Plots for Evaluating Ridge Estimators in Mixture Experiments, Quality and Reliability Engineering International, Vol. 27, 27-34.
15 Cho, S. M., Kwak, K. S., Park, D. C., Gu, Y. S., Ji, C. I., Jang, D. H., Lee, Y. B.and Kim, S. B. (2004). Processing Optimization and Functional Properties of Gelatin from Shark (Isurus oxyrinchus) Cartilage, Food Hydrocolloids, Vol. 18, 573-579.
16 Jang, D. H. (2002). A Graphical Method for Evaluating Slope-Rotatability in Axial Directions for Second Order Response Surface Designs, Computational Statistics & Data Analysis, Vol. 39, 343-349.
17 Jang, D. H. (2002). Measures for Evaluating Non-orthogonality of Experimental Designs, Communications in Statistics-Theory and Methods, Vol. 31, 249-260.
18 Park, S. H. and Jang, D. H. (1999). Measures for Evaluating the Effect of Blocking in Response Surface Designs, Communications in Statistics-Theory and Methods, Vol. 28, 1599-1616.
19 Park, S. H. and Jang, D. H. (1999). A Graphical Method for Evaluating the Effect of Blocking in Response Surface Designs, Communications in Statistics-Simulation and Computation, Vol. 28, 369-380.
20 Jang, D. H. and Yoon, M. (1997). Graphical Methods for Evaluating Ridge Regression Estimator in Mixture Experiments, Communications in Statistics-Simulation and Computation, Vol. 26, 1049-1061.
21 Jang, D. H. and Na, H. J. (1996). A Graphical Method for Evaluating Mixture Designs with respect to the Slope, Communications in Statistics-Theory and Methods, Vol. 25, 1043-1058.
22 Jang, D. H. and Park, S. H. (1993). A Measure and a Graphical Method for Evaluating Slope Rotatability in Response Surface Designs, Communications in Statistics-Theory and Methods, Vol. 22, 1849-1863.
23 국내 저널(등재지) 논문: 95편 (1995 - 2021)

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