LJILJANA TRAJKOVIC

Areas of interest

Electronics Engineering

Biography

P.Eng.
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

Courses

Fall 2025

ENSC 220 D100 Electric Circuits I

Spring 2026

Future courses may be subject to change.

Research Interests

Communication networks
Nonlinear circuits and systems

Teaching Interests

Communication networks
Circuits and systems

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/

Faculty of Applied Sciences

Ljiljana Trajkovic