Projects per year
Personal profile
Research Interests
Scientific Computing, Image Science, Bioinformatics
Experience
1989 ~ 1994 Teaching and Research Assistant, Cornell University
1994/8 ~ 2002/1 Associate Professor, Institute of Statistics, College of Science, National Chiao Tung University, Taiwan
1995 ~ 1997, 2008 ~ 2010 Associate Editor for Journal of the Chinese Statistical Association
2000 Visiting Scholar, Institute of Pure and Applied Mathematics, UCLA
2001 Visiting Scholar, Department of Biostatistics, Harvard University
2002/8 ~ 2005/7 Director, Institute of Statistics, College of Science, National Chiao Tung University, Taiwan,
2002 ~ 2007, 2006/02 ~ 2007/01 Visiting Scholar, Department of Ecology and Evolution, University of Chicago, USA
2002/2 ~ present Professor, Institute of Statistics, National Chiao Tung University, Taiwan
2005 ~ 2008 Associate Editor for Statistica Sinica
2008/2 ~ 2011/7 Chairman, Interdisciplinary Sciences Degree Program, College of Science, National Chiao Tung University, Taiwan
2008/7 Guest Editor for the Special Issue in Journal of Data Science
2010 Guest Editor for the Special Issue in International Journal of Systems and Synthetic Biology
2011 Co-editor for Handbook of Statistical Bioinformatics, Springer
2011/8 ~ 2014/7 Dean, College of Science, National Chiao Tung University, Taiwan
2012 ~ 2014 Board of Directors, International Chinese Statistical Association (ICSA) Board
2014 ~ 2017 Editorial Board, Journal of Applied Mathematics, International Scholarly Research Network
2015/7 ~ 2018/1 Director, Big Data Research Center, National Chiao Tung University, Taiwan
2016/1 ~ present Vice President for Academic Affairs, National Chiao Tung University, Taiwan
2017 ~ present Associate Editor, Journal of the American Statistical Association, Theory and Methods
2018 Co-editor for Handbook of Big Data Analytics, Springer
Education/Academic qualification
PhD, Statistics, Cornell University
External positions
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 35 Finished
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Feature Selection by I-Score
Lu, H.-S. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Feature Selection by I-Score
Lu, H.-S. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Feature Selection by I-Score
Lu, H.-S. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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高維問題之線上非線性降維法與應用-資料降維之線上學習演算法與其應用
Lu, H.-S. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Developing Deep Learning Model for COVID-19 and Multiple Lung Diseases
Lu, H.-S. (PI)
1/07/20 → 31/05/21
Project: Government Ministry › Other Government Ministry Institute
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Automatic classification of temporomandibular joint disorders by magnetic resonance imaging and convolutional neural networks
Su, T. Y., Wu, J. C. H., Chiu, W. C., Chen, T. J., Lo, W. L. & Lu, H. H. S., Jan 2025, In: Journal of Dental Sciences. 20, 1, p. 393-401 9 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Comparative Risk of Neuropsychiatric Adverse Events Associated With Leukotriene-Receptor Antagonists Versus Inhaled Corticosteroids
Yao, T. C., Huang, J. L., Wu, C. S., Horng-Shing Lu, H., Chang, Y. C., Chen, W. Y., Kao, H. F., Wu, A. C. & Tsai, H. J., Apr 2025, In: Journal of Allergy and Clinical Immunology: In Practice. 13, 4, p. 903-911.e5Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Developments in Secure Random Number Generators
Deng, L. Y., Kumar, N., Lu, H. H. S. & Yang, C. C., Mar 2025, In: Wiley Interdisciplinary Reviews: Computational Statistics. 17, 1, e70011.Research output: Contribution to journal › Review article › peer-review
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Efficient spectral tests for multiple recursive generators
Deng, L. Y., Winter, B. R., Horng Shiau, J. J., Horng-Shing Lu, H., Kumar, N. & Yang, C. C., 2025, In: Communications in Statistics - Theory and Methods. 54, 4, p. 1100-1115 16 p.Research output: Contribution to journal › Article › peer-review
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Online Linearized Confidence-Weighted Learning on a Budget
Wu, J. C. H., Lin, Y. S., Lu, H. H. S. & Hang, H.-M., Feb 2025, In: Advanced Intelligent Systems. 7, 2, 2400345.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
Activities
- 2 Editorial work
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (Event)
Lu, H.-S. (Member of editorial board)
1 Jan 2019 → 31 Dec 2019Activity: Publication peer-review and editorial work › Editorial work
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (Event)
Lu, H.-S. (Member of editorial board)
1 Jan 2017 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work