- Lionel F. Gonzalez
- Assistant Professor
- scorpion.gonzalez74@gmail.com
- +886-2-8674-1111 ext.69017
- Machine Learning, Deep Learning, Anomaly Detection, Reinforce-ment Learning, Natural Language Processing
Education
- Education
- Experience
- Research Interests
- Publications
Ph.D. 2021 Yuan Ze University Major: Electrical Engineering
M.B.A. 2012 Yuan Ze University Major: Service Science and Management
M.Sc. 2011 Yuan Ze University Major: Industrial Engineering and Management
B.Sc. 2003 University of Pinar del Rio Major: Telecom and Electronics Engineering
| Organization | Experience | Role | Date |
| National Taipei University | The Bachelor Program in Smart Sustainable Development and Management | Assistant Professor | 2023~now |
| Yuteh Private International School | Department of Foreign Language | Teacher | 2020~2023 |
| APSIPA ASC 2024 | Paper Reviewer | 2023~now |
Machine Learning, Natural Language Processing, Anomaly Detection, Text Analysis, Sustainability Management
| Year | Type | Title |
| 2023 | Peer-Reviewed Journals | Casanova, L. F. G. & Lin, P. C. (2023). "Malicious Network Traffic Detection for DNS over HTTPS using Machine Learning Algorithms", APSIPA Transactions on Signal and Information Processing: Vol. 12: No. 2, e11. http://dx.doi.org/10.1561/116.00000058 |
| 2017 | Peer-Reviewed Journals | Lin, P. C., Casanova, L. F. G. & Lin, Y. C. (2017). Analytical framework for power saving evaluation in two-tier heterogeneous mobile networks. Wireless Netw 23, 985–999. https://doi.org/10.1007/s11276-016-1202-6 |
| 2016 | Peer-Reviewed Journals | Lin, P. C., Casanova, L. F. G. & Fatty, B. K. S. (2016). Data-Driven Handover Optimization in Next Generation Mobile Communication Networks, Mobile Information Systems, 2016, 2368427, 11 pages. https://doi.org/10.1155/2016/2368427 |
| 2021 | Conference Papers | Lin, PC., Casanova, L.F.G. (2021).Generalized Classification of DNS over HTTPS Traffic with Deep Learning[Conference presentation].APSIPA Annual Summit and Conference, Tokyo, Japan |
| 2013 | Conference Papers | Lin, PC., Casanova, L.F.G. (2013).Hybrid Interference Management in LTE-Advanced Femtocell Networks [Conference]. Asia-Pacific Radio Science Conference, Taipei, Taiwan |
| 2013 | Conference Papers | Lin, PC., Casanova, L.F.G. (2013).Deployment Cost Minimization with Coverage Constraints for Roadside Units,[Conference].Asia-Pacific Radio Science Conference, Taipei, Taiwan |
