• 364 Citations
  • 9 h-Index
20042020
If you made any changes in Pure these will be visible here soon.

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

Fingerprint Dive into the research topics where Jen-Wei Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 8 Similar Profiles
Recommender systems Engineering & Materials Science
Image retrieval Engineering & Materials Science
Sequential Patterns Mathematics
Mobile phones Engineering & Materials Science
Data mining Engineering & Materials Science
Electronic mail Engineering & Materials Science
Social Networks Mathematics
Broadcasting Engineering & Materials Science

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

Projects 2013 2020

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 journalArticle

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 proceedingConference 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 journalArticle

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 proceedingConference 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 proceedingConference contribution

Seed

Thesis

Adaptive Deep Learning-based Air Quality Prediction Model Using the Most Relevant Spatial-Temporal Relations

Author: 評威, 蘇., 2018 Feb 6

Supervisor: Huang, J. (Supervisor)

Student thesis: Master's Thesis

CLOSE: Local Community Detection by LOcal Structure Expansion in a Complex Network

Author: 志佳, 簡., 2017 Apr 12

Supervisor: Huang, J. (Supervisor)

Student thesis: Master's Thesis

Crowdsourced Object-labeling Based on a Game-based Mobile Application

Author: 文彥, 曾., 2017 Aug 23

Supervisor: Huang, J. (Supervisor)

Student thesis: Master's Thesis

DNA: General Deterministic Network Adaptive Framework for Multi-Round Multi-Party Influence Maximization

Author: 子欣, 楊., 2018 Jul 6

Supervisor: Huang, J. (Supervisor)

Student thesis: Master's Thesis

Effective Email Security Level Classification of Imbalanced Data Using Artificial Neural Network

Author: 佳紋, 蔣., 2017 Oct 3

Supervisor: Huang, J. (Supervisor)

Student thesis: Master's Thesis