Ljiljana Trajkovic
Professor, School of Engineering Science
P.Eng.
Education
Ph.D., University of California at Los Angeles, United States, 1986
M.Sc., Syracuse University, United States, 1979
Dipl.Ing., University of Pristina, Yugoslavia, 1974
Research interests
- Communication networks
- Nonlinear circuits and systems
Teaching interests
- Communication networks
- Circuits and systems
Contact:
Tel: |
778.782.3998 |
Email: |
ljilja@sfu.ca |
Fax: |
778.782.4951 |
Office: |
SFU Burnaby, ASB 10835 |
Personal webpage: http://www.ensc.sfu.ca/~ljilja/ |
Recently taught courses
- ENSC 835: Communication Networks
- ENSC 833: Network Protocols and Performance
- ENSC 427: Communication Networks
- ENSC 220: Electric Circuits I
Selected recent publications
- Z. Li, A. L. Gonzalez Rios, and Lj. Trajkovic, "Machine learning for detecting anomalies and intrusions in communication networks," IEEE Journal on Selected Areas in Communications, vol. 39, no. 7, pp. 2254-2264, July 2021.
- E. Tunstel, M. J. Cobo, E. Herrera-Viedma, I. J. Rudas, D. Filev, Lj. Trajkovic, C. L. P. Chen, W. Pedrycz, and M. H. Smith, "Systems science and engineering research: recollection, trends, and future directions," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 1, pp. 5-21, Jan. 2021.
- S. Haeri and Lj. Trajkovic, "Virtual network embedding via Monte-Carlo tree search," IEEE Transactions on Cybernetics, vol. 48, no. 2, pp. 510-521, Feb. 2018.
- Q. Ding, Z. Li, S. Haeri, and Lj. Trajkovic, "Application of machine learning techniques to detecting anomalies in communication networks: datasets and feature selection algorithms," in Cyber Threat Intelligence, M. Conti, A. Dehghantanha, and T. Dargahi, Eds., Berlin: Springer, 2018, pp. 47-70.
- Z. Li, Q. Ding, S. Haeri, and Lj. Trajkovic, "Application of machine learning techniques to detecting anomalies in communication networks: classification algorithms," in Cyber Threat Intelligence, M. Conti, A. Dehghantanha, and T. Dargahi, Eds., Berlin: Springer, 2018, pp. 71-92.
Website for more information
http://www.ensc.sfu.ca/~ljilja/