Brief Bio

Select Publications

Teaching

現職 Employment

Professor, Department of Management Information Systems, National Chiayi University, Taiwan

國立嘉義大學資訊管理學系 教授

學歷 Education

PhD, National Tsing Hua University, Taiwan

國立清華大學資訊工程學系博士

經歷 Work Experience

• Associate Professor, Department of Management Information Systems, National Chiayi University, Taiwan

國立嘉義大學資訊管理學系 副教授

• Assistant Professor, Department of Management Information Systems, National Chiayi University, Taiwan

國立嘉義大學資訊管理學系 助理教授

• Systex UCOM Training Center, Senior International Certified Instructor

資深國際認證講師，精誠恆逸教育訓練中心

研究興趣 Research Interests

• Deep Learning for Object Detection

應用深度學習在物件偵測

• Artificial Intelligence

人工智慧

• Network Security

網路安全

• Financial technology

金融科技

1. Ping-Chi Hsieh, Der-Juinn Horng, Hong-Yi Chang (2020, May). International Expansion Selection Model by Machine Learning—A Proprietary Model. The Computer Journal, bxaa018, https://doi.org/10.1093/comjnl/bxaa018. (SCI).

2. Tu-Liang Lin, Hong-Yi Chang, Yu-Hsin Wang (2020, May). A Novel Hybrid Search and Remove Strategy for Power Balance Wireless Charger Deployment in Wireless Rechargeable Sensor Networks. Energies, 13(10):2661. (SCI). 本人為通訊作者.

3. Tu-Liang Lin, Hong-Yi Chang*, Kai-Hong Chen (2020, Mar). The Pest and Disease Identification in the Growth of Sweet Peppers using Faster R-CNN and Mask R-CNN. Journal of Internet Technology, 21(2), 605-614. (SCI). MOST 107-2221-E-415-007. 本人為通訊作者.

4. Hong-Yi Chang, Zih-Huan Hang, Yih-Jou Tzang (2020, Feb). MNVPCS: Multinode Virtual-Point–Based Charging Scheme to Prolong the Lifetime of Wireless Rechargeable Sensor Networks. The Computer Journal, 63(2), 283-294. (SCI). MOST 107-2218-E-415-001. 本人為第一作者.

5. Tu-Liang Lin, Hong-Yi Chang and Sheng-Lin Li (2020, Feb). A Location Privacy Attack Based on the Location Sharing Mechanism with Erroneous Distance in Geosocial Networks. Sensors, 20(3), 918, 1-16. (SCI). 本人為通訊作者.

6. Hong-Yi Chang* (2019, Mar). A connectivity-increasing mechanism of ZigBee-based IoT devices for wireless multimedia sensor networks. Multimedia Tools and Applications, 78(5), 5137-5154. (SCI). MOST 105-2221-E-415-024. 本人為第一作者、通訊作者.

7. Hong-Yi Chang, Kwei-Bor Chen, Hsin-Che Lu (2017, Oct). A novel resource allocation mechanism for live cloud-based video streaming service. Multimedia Tools and Applications, 76, 19689-19706 . (SCI). MOST 106-3114-E-415-001. 本人為第一作者.

8. Hong-Yi Chang, Shih-Chang Huang, Jia-Hao Wu (2017, Oct). A Personalized Music Recommendation System Based on Electroencephalography Feedback. Multimedia Tools and Applications, 76(19), 19523–19542. (SCI). 本人為第一作者. DOI: 10.1007/s11042-015-3202-4.

9. Tu-Liang Lin, Yu-Sheng Chen, Hong-Yi Chang* (2017, Aug). An Ant Colony Optimization Routing Strategy for Wireless Sensor Networks: A SDN-like Perspective. Journal of Computers, 28, 103-113 . MOST 106-3114-E-415-001. 本人為通訊作者.

10. Kwei-Bor Chen and Hong-Yi Chang* (2017, May). Complexity of cloud-based transcoding platform for scalable and effective video streaming services . Multimedia Tools and Applications, 76, 19557–19574. (SCI). MOST 106-3114-E-415-001. 本人為通訊作者.

11. Shih-Chang Huang, Hong-Yi Chang* (2017, May). A farmland multimedia data collection method using mobile sink for wireless sensor networks. Multimedia Tools and Applications, 76(19), 19463–19478. (SCI). 本人為通訊作者. DOI: 10.1007/s11042-015-3175-3.

12. Yih-Jou Tzang, Ting-Yun Chi, Hong-Yi Chang*, Chih-Hsuan Tzang, Chun-Yen Huang (2016, Dec). Novel Application of Fuzzy Multi-Objective Linear Programming to Components Designed for Game or Animation Characters. Journal of Internet Technology, 17(7), 1383-1390. (SCI). 本人為通訊作者.

13. Hong-Yi Chang, Jia-Chi Lin, Yu-Fong Wu and Shih-Chang Huang (2016, Aug). MMCS: Multi-Module Charging Strategy for Increasing the Lifetime of Wireless Rechargeable Sensor Networks. Energies, 9, 664. (SCI). MOST 104-2221-E-415-003. 本人為第一作者.

14. Tu-Liang Lin, Sheng-Lin Li and Hong-Yi Chang* (2016, Aug). A Power Balance Aware Wireless Charger Deployment Method for Complete Coverage in Wireless Rechargeable Sensor Networks. Energies, 9, 695. (SCI). MOST 104-2221-E-415-015. 本人為通訊作者.

15. Shih-Chang Huang, Hong-Yi Chang* (2016, Jun). Energy-Aware Supply Route Data Collecting Methods using Wireless Sensor Networks. Wireless Communications and Mobile Computing, 16(8), 872–883. (SCI). 本人為通訊作者.

16. Yih-Jou Tzang, Hong-Yi Chang*, Chih-Hsuan Tzang (2015, Jun). Enhancing the performance and security against media-access-control table overflow vulnerability attacks. Security and Communication Networks, Vol. 8, pp.1780-1793. (SCI). 本人為通訊作者.

17. Hong-Yi Chang, Tu-Liang Lin, Cheng-Kai Huang (2015, Apr). A Novel Multi-Dimension Resource Recycling Mechanism for Cloud Data Centers. International Journal of Grid and High Performance Computing, 7(2), 50-64. (EI). MOST 104-2221-E-415-003. 本人為第一作者.

18. Shih-Chang Huang, Hong-Yi Chang* (2015, Jan). A Bidirectional Route Repair Method for Wireless Mobile Ad Hoc Networks. The Computer Journal, Vol. 58, pp.338-353 . (SCI). 本人為通訊作者.

19. Shih-Chang Huang,Hong-Yi Chang* (2015, Jan). Contention-Free Station Communication Matching Algorithm in Multi-Hop Power Management for Wireless Ad-Hoc Networks. International Journal of Grid and High Performance Computing, 7(1), 52-66. (EI). 本人為通訊作者.

20. Tu-Liang Lin,Hong-Yi Chang* (2015, Jan). Black Hole Traffic Anomaly Detections in Wireless Sensor Network. International Journal of Grid and High Performance Computing, 7(1), 42-51. (EI). MOST 103-2218-E-415-001. 本人為通訊作者.

21. Hong-Yi Chang*, Chih-Chun Lai, Yuan-Wei Lin (2014, Dec). A Fast SVC-Based Channel-Recommendation System for an IPTV on a Cloud and P2P Hybrid Platform. The Computer Journal , 57 (12), 1776-1789. (SCI). NSC 102-2221-E-415-012. 本人為第一作者、通訊作者.

22. Hong-Yi Chang, Shih-Chang Huang, Yuan-Wei Lin (2014, Aug). An efficient cloud-assisted best-parking algorithm for BikeNet. International Journal of Ad Hoc and Ubiquitous Computing, 16, 136-148. (SCI). NSC 102-2221-E-415-012. 本人為第一作者.

23. Hong-Yi Chang, Shih-Chang Huang, Chih-Chun Lai (2014, Jul). A personalized IPTV channel-recommendation mechanism based on the MapReduce framework. Journal of supercomputing, Vol.69, pp.225-247. (SCI). 本人為第一作者.