Projects per year
Personal profile
Education
- 2009 PhD, Graduate of Institute of Electrical Engineering, National Taiwan University
Research Interests
- Data Mining & Database
- Social Network Analysis
- Spatial Temporal Data Mining
- Multimedia Information Retrieval
- FinTech
- Bioinformatics
Experience
- 2009/08~2012/07 Assistant Professor, Department of Computer Science & Engineering, Yuan Ze University
- 2012/08~2018/07 Assistant Professor, Department of Electrical Engineering, National Cheng Kung University
- 2015/06~present Consulting Expert, Bioinfotronics Research Center, National Cheng Kung University
- 2015/08/01~2017/07/31 Secretary, IEEE Tainan Section CIS Chapter
- 2015~2018 Director, Taiwanese Association for Artificial Intelligence
- 2016/07~08 Visiting Scholar, Big Data and Social Computing Lab led by Prof. Philip S. Yu, Department of Computer Science, University of Illinois at Chicago
- 2016/08~present Book review expert, Human Research Ethics Committee, National Cheng Kung University
- 2017/01~2018/12 IEEE CIS Member Activities committee
- 2017/01~2018/12 IEEE CIS Website Administrtor
- 2018/08~present Associate Professor, Department of Electrical Engineering, National Cheng Kung University
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Ensemble2N et: Learning from Ensemble Teacher Networks via Knowledge Transfer
Chang, C. L., Li, S. C. & Huang, J. W., 2021, 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Finding Possible Promoter Binding Sites in DNA Sequences by Sequential Patterns Mining with Specific Numbers of Gaps
Ke, Y. H., Huang, J. W., Lin, W. C. & Jaysawal, B. P., 2021, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 6, p. 2459-2470 12 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Forming a team of cost-effective and well-collaborated experts in social networks based on hierarchical skill model
Liu, F. Y., Li, S. C. & Huang, J. W., 2021 Nov 8, Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021. Coscia, M., Cuzzocrea, A. & Shu, K. (eds.). Association for Computing Machinery, Inc, p. 134-137 4 p. (Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Incorporating land-use regression into machine learning algorithms in estimating the spatial-temporal variation of carbon monoxide in Taiwan
Wong, P. Y., Hsu, C. Y., Wu, J. Y., Teo, T. A., Huang, J. W., Guo, H. R., Su, H. J., Wu, C. D. & Spengler, J. D., 2021 May, In: Environmental Modelling and Software. 139, 104996.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Local community detection by local structure expansion and exploring the local communities for target nodes in complex networks
Ma, H. S., Li, S. C., Jian, Z. J., Kuo, Y. H. & Huang, J. W., 2021 May, In: Journal of Information Science and Engineering. 37, 3, p. 499-515 17 p.Research output: Contribution to journal › Article › peer-review