Faculty
- Information
- Experiences
- Publication (Papers)
- Projects
- Books/Patents/Technology Transfer
- Honors
- Holding Academic Activities
Information
|
|
Name: | Mu-Yen Chen |
| Position: | Professor | |
| Administrative duties: | ||
| Highest Degree: | ||
| Office Tel.: | 63313 | |
| E-mail: | mychen119@gs.ncku.edu.tw | |
| Achievement: | https://researchoutput.ncku.edu.tw/en/persons/mu-yen-chen | |
| Lab name: | Data Science and Computational Thinking | |
| Specialities: |
Artificial Intelligence, Deep Learning, Machine Learning, Big Data
|
Experiences
| Time | Name |
Journal Papers
| No. | Title |
| 1 | H.Y. Hsu, G. Srivastava, H.T. Wu, M.Y. Chen (2020). Remaining useful life prediction based on state assessment using edge computing on deep learning. Computer Communication, 160, 91-100. [SCI] |
| 2 | H.S. Chiang, A.K. Sangaiah, M.Y. Chen*, J.Y. Liu. (2020). A Novel Artificial Bee Colony Optimization Algorithm with SVM for Bio-inspired Software-Defined Networking. International Journal of Parallel Programming, 48, 310-328. [SCI] |
| 3 | J.Y. Hsu, Y.F. Wang, K.C. Lin, M.Y. Chen, Jenneille H.Y. Hsu. (2020). Wind Turbine Fault Diagnosis and Predictive Maintenance Through Statistical Process Control and Machine Learning. IEEE Access 8, 23427-23439. [SCI] |
| 4 | M.Y. Chen, C.H. Liao, R.P. Hsieh (2019). Modeling public mood and emotion: Stock market trend prediction with anticipatory computing approach, Computers in Human Behavior, 101, 402-408. [SSCI] |
| 5 | M.Y. Chen, H.S. Chiang, A.K. Sangaiah, T.C. Hsieh. (2019). Recurrent neural network with attention mechanism for language model. Neural Computing and Applications, https://doi.org/10.1007/s00521-019-04301-x [SCI] |
| 6 | H.S. Chiang, M.Y. Chen*, Y.J. Huang (2019). Wavelet-Based EEG Processing for Epilepsy Detection Using Fuzzy Entropy and Associative Petri Net. IEEE Access, 7, 103255-103262. [SCI] |
| 7 | J.R. Chang, M.Y. Chen, L.S. Chen, W.T. Chien (2019). Recognizing Important Factors of Influencing Trust in O2O Models An Example of OpenTable. Soft Computing, https://doi.org/10.1007/s00500-019-04019-x. [SCI] |
| 8 | H.T. Wu, M.Y. Chen* (2019). Course Design for College Entrepreneurship Education – From Personal Trait Analysis to Operation in Practice. Frontiers in Psychology, https://doi.org/ 10.3389/fpsyg.2019.01016 [SSCI] |
| 9 | T.C. Huang, M.Y. Chen*, W.P. Hsu (2019), Do Learning Styles Matter? Motivating Learners in an Augmented GeoPark. Journal of Educational Technology & Society, 22(1), 70-81. [SSCI] |
| 10 | T.C. Huang, M.Y. Chen*, C.Y. Lin (2019), Exploring the behavioral patterns transformation of learners in different 3D modeling teaching strategies. Computers in Human Behavior, 92, 670-678. [SSCI] |
| 11 | C.H. Liao, M.Y. Chen*. (2019). Building social computing system in big data: From the perspective of social network analysis. Computers in Human Behavior, 101, 457-465. [SSCI] |
| 12 | C.H. Liao, M.Y. Chen*. (2018). Exploring knowledge patterns of library and information science journals within the field: A citation analysis from 2009 to 2016. Scientometrics, 117(3), 1991-2008. [SSCI] |
| 13 | P.K. Sharma, M.Y. Chen, J.H. Park (2018), A Software Defined Fog Node based Distributed Blockchain Cloud Architecture for IoT. IEEE Access, 6(1), 115-124. [SCI] |
| 14 | K.L. Hsiao, T.C. Huang, M.Y. Chen, & N.T. Chiang (2018). Understanding the behavioral intention to play Austronesian learning games: from the perspectives of learning outcome, service quality, and hedonic value. Interactive Learning Environments, 26(3), 372-385. [SSCI] |
Conference papers
| No. | Title |
National Science Council Projects
| No. | Name | Type | Year |
Industry-university Projects
| No. | Name | Type | Year |
Other Projects
| No. | Name | Type | Year |
Books
| No. | Books | Year |
Patents
| No. | Patents | Year |
Technology Transfer
| No. | Name | Year |
Honors
| No. | Honors | Year |
| 1 | 2023 World's Top 2% highly cited researcher by Stanford University | |
| 2 | 2022 World's Top 2% highly cited researcher by Stanford University | |
| 3 | Editors-in-Chief, International Journal of Big Data and Analytics in Healthcare | |
| 4 | Department Editor, IEEE Transactions on Engineering Management | |
| 5 | Associate Editor, IEEE Access | |
| 6 | Associate Editor, Journal of Information Science and Engineering |
Holding Academic Activities
| No. | Name | Type | Year |
| 1 | Plenary Speaker, 2020 International Conference on Electronics, Communications and Information Technology (CECIT 2020) | Conference | |
| 2 | Keynote Speaker, 11th International Statistics Congress (ISC2019) | Conference | |
| 3 | Keynote Speaker, 2nd International Web Conference on Forecasting (IWCF'2018) | Conference |