Jen-Wei Huang

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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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

基於社群推薦應用之通用異質網路節點表示式嵌入學習方法

Huang, J.

19-08-01 → 20-07-31

Project: Research project

漸進式巨量嬰兒哭聲分析系統-於嬰兒生理、心理、病理狀況判讀

Huang, J.

17-08-01 → 18-07-31

Project: Research project

漸進式巨量嬰兒哭聲分析系統-於嬰兒生理、心理、病理狀況判讀

Huang, J.

16-08-01 → 17-07-31

Project: Research project

雲端平行化之有效區域社群檢測演算法之研發

Huang, J.

15-08-01 → 16-07-31

Project: Research project

於具有負面影響力之通用社群影響模型上影響最大化與替代點之研究

Huang, J.

14-08-01 → 15-07-31

Project: Research project

Research Output 2004 2019

364 Citations
9 h-Index
30 Conference contribution
14 Article
1 Book

Crowdsourced object-labeling based on a game-based mobile application

Tseng, W. Y., Chen, K. H. & Huang, J-W., 2019 Jul 15, In : Multimedia Tools and Applications. 78, 13, p. 18137-18168 32 p.

Research output: Contribution to journal › Article

Image retrieval

Mobile phones

Labeling

Application programs

Experiments

Deep Denoising Autoencoder Based Post Filtering for Speech Enhancement

Zezario, R. E., Huang, J-W., Lu, X., Tsao, Y., Hwang, H. T. & Wang, H. M., 2019 Mar 4, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 373-377 5 p. 8659598. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Speech enhancement

Speech intelligibility

Speech recognition

Mean square error

Signal to noise ratio

DMHUPS: Discovering Multiple High Utility Patterns Simultaneously

Jaysawal, B. P. & Huang, J-W., 2019 May 7, In : Knowledge and Information Systems. 59, 2, p. 337-359 23 p.

Research output: Contribution to journal › Article

Data structures

DNA: General deterministic network adaptive framework for multi-round multi-party influence maximization

Yang, T. H., Ma, H. S. & Huang, J-W., 2019 Jan 31, Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018. Eliassi-Rad, T., Wang, W., Cattuto, C., Provost, F., Ghani, R. & Bonchi, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 273-282 10 p. 8631392. (Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Seed

Reinforcement learning

Industry

Maximise

Influence

IDR: Positive influence maximization and negative influence minimization under competitive linear threshold model

Lee, C. L., Sung, C. E., Ma, H. S. & Huang, J-W., 2019 Jun 1, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 501-506 6 p. 8788739. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Seed