Ljiljana Trajkovic

Orcid: 0000-0002-2560-5394

Affiliations:
  • Simon Fraser University, Burnaby, Canada


According to our database1, Ljiljana Trajkovic authored at least 107 papers between 1992 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2005, "For contributions to computer aided design tools for circuit analysis.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Case Study: Understanding Internet Anomalies.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023
Machine Learning for Detecting the WestRock Ransomware Attack Using BGP Routing Records.
IEEE Commun. Mag., March, 2023

BGP Features and Classification of Internet Worms and Ransomware Attacks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Enhancing Cyber Defense: Using Machine Learning Algorithms for Detection of Network Anomalies.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Deep Echo State Networks for Detecting Internet Worm and Ransomware Attacks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022
Stochastic Modeling and Analysis of Public Electric Vehicle Fleet Charging Station Operations.
IEEE Trans. Intell. Transp. Syst., 2022

Machine Learning for Detecting Internet Traffic Anomalies.
Proceedings of the 20th Jubilee International Symposium on Intelligent Systems and Informatics, 2022

Comparison of Virtual Network Embedding Algorithms for Data Center Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021
Border Gateway Protocol (BGP) routing records from Reseaux IP Europeens (RIPE) and BCNET.
Dataset, May, 2021

Border Gateway Protocol (BGP) routing records from Route Views.
Dataset, May, 2021

Systems Science and Engineering Research in the Context of Systems, Man, and Cybernetics: Recollection, Trends, and Future Directions.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Machine Learning for Detecting Anomalies and Intrusions in Communication Networks.
IEEE J. Sel. Areas Commun., 2021

Towards a theoretical framework of autonomous systems underpinned by intelligence and systems sciences.
IEEE CAA J. Autom. Sinica, 2021

On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS).
CoRR, 2021

IEEE Access Special Section Editorial: Recent Advances on Hybrid Complex Networks: Analysis and Control.
IEEE Access, 2021

Classifying Denial of Service Attacks Using Fast Machine Learning Algorithms.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Detection of Denial of Service Attacks Using Echo State Networks.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Data Mining and Machine Learning for Analysis of Network Traffic : PLENARY TALK.
Proceedings of the 19th IEEE International Symposium on Intelligent Systems and Informatics, 2021

Finding DC Operating Points of Nonlinear Circuits Using Carleman Linearization.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Virtual Network Embedding for Switch-Centric Data Center Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020
Group Consensus in Multilayer Networks.
IEEE Trans. Netw. Sci. Eng., 2020

Guest Editorial Introduction to the Special Section on Network of Cyber-Social Networks: Modeling, Analysis, and Control.
IEEE Trans. Netw. Sci. Eng., 2020

Tracking a Maneuvering Target by Multiple Sensors Using Extended Kalman Filter With Nested Probabilistic-Numerical Linguistic Information.
IEEE Trans. Fuzzy Syst., 2020

Soft computing and intelligent systems: techniques and applications.
J. Intell. Fuzzy Syst., 2020

A Tripartite Theory of Trustworthiness for Autonomous Systems.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Detecting Internet Worms, Ransomware, and Blackouts Using Recurrent Neural Networks.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Detection of Denial of Service Attacks in Communication Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Complex Networks.
Proceedings of the 19th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2020

2019
Complex Networks : Plenary Talk.
Proceedings of the 17th IEEE International Symposium on Intelligent Systems and Informatics, 2019

Machine Learning Techniques for Classifying Network Anomalies and Intrusions.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018
Virtual Network Embedding via Monte Carlo Tree Search.
IEEE Trans. Cybern., 2018

Soft computing and intelligent systems: Techniques and applications.
J. Intell. Fuzzy Syst., 2018

Comparison of Machine Learning Algorithms for Detection of Network Intrusions.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

You and Your Career.
Proceedings of the 16th IEEE International Symposium on Intelligent Systems and Informatics, 2018

Evaluation of Support Vector Machine Kernels for Detecting Network Anomalies.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Traffic Prediction for Inter-Data Center Cross-Stratum Optimization Problems.
Proceedings of the 2018 International Conference on Computing, 2018

2017
Modeling prediction in recommender systems using restricted boltzmann machine.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Radoslav Horvat and Mirko Milić, founders of circuit theory in former Yugoslavia.
Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Comparison of Virtualization Algorithms and Topologies for Data Center Networks.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Optimal PPDU Duration Algorithm for VHT MU-MIMO Systems.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2016
Detecting BGP anomalies using machine learning techniques.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

VNE-Sim: A Virtual Network Embedding Simulator.
Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques, 2016

Virtual network embeddings in data center networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Global resource capacity algorithm with path splitting for virtual network embedding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Classifying anomalous events in BGP datasets.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Using resource public key infrastructure for secure border gateway protocol.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2015
Intelligent Deflection Routing in Buffer-Less Networks.
IEEE Trans. Cybern., 2015

Improving VHT MU-MIMO communications by concatenating long data streams in consecutive groups.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

Communication networks: Traffic data, network topologies, and routing anomalies.
Proceedings of the 13th IEEE International Symposium on Intelligent Systems and Informatics, 2015

Multihoming with locator/ID Separation Protocol: An experimental testbed.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

2014
Classification of BGP anomalies using decision trees and fuzzy rough sets.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Deflection routing in complex networks.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

2013
Packet Error Probability in Multi-Path Diversity Scheme with Majority Combining.
IEEE Commun. Lett., 2013

A Predictive Q-Learning Algorithm for Deflection Routing in Buffer-less Networks.
Proceedings of the IEEE International Conference on Systems, 2013

Theory and applications of complex networks: Advances and challenges.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A reinforcement learning-based algorithm for deflection routing in optical burst-switched networks.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Anonym: A tool for anonymization of the Internet traffic.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Proposal of Real-Time Echocardiogram Transmission Dased on Visualization Modes with WiMAX Access.
Proceedings of the Computing in Cardiology, 2013

2012
RED-f routing protocol for complex networks.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Effect of MRAI timers and routing policies on BGP convergence times.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

Feature selection for classification of BGP anomalies using Bayesian models.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Machine learning models for classification of BGP anomalies.
Proceedings of the 13th IEEE International Conference on High Performance Switching and Routing, 2012

2011
Mobile WiMAX MAC and PHY layer optimization for IPTV.
Math. Comput. Model., 2011

Packet Error Probability in a Three-Branch Diversity System with Majority Combining.
IEEE Commun. Lett., 2011

Collection of BCNET BGP traffic.
Proceedings of the 23rd International Teletraffic Congress, 2011

Teaching circuits to new generations of engineers.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Parallel Dynamic Voltage and Frequency Scaling for stream decoding using a multicore embedded system.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Probabilistic verification of BGP convergence.
Proceedings of the 19th annual IEEE International Conference on Network Protocols, 2011

2010
Spectral analysis of Internet topology graphs.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Detrended Fluctuation Analysis of the TCP-Red Algorithm.
Int. J. Bifurc. Chaos, 2009

Analysis of Internet Topologies: A Historical View.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008
Stability study of the TCP-RED system using detrended fluctuation analysis.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

2007
TCP with adaptive delay and loss response for heterogeneous networks.
Proceedings of the 3rd International ICSTConference on Wireless Internet, 2007

Analysis of traffic data from a hybrid satellite-terrestrial network.
Proceedings of the 4th International ICST Conference on Heterogeneous Networking for Quality, 2007

Stability Analysis of RED Gateway with Multiple TCP Reno Connections.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006
Improving Gnutella network performance using synthetic coordinates.
Proceedings of the 3rd International ICST Conference on Quality of Service in Heterogeneous Wired/Wireless Networks, 2006

Prediction of traffic in a public safety network.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Discontinuity-induced bifurcations in TCP/RED communication algorithms.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

BGP with an adaptive minimal route advertisement interval.
Proceedings of the 25th IEEE International Performance Computing and Communications Conference, 2006

2005
Simulation and Performance Evaluation of a Public Safety Wireless Network: Case Study.
Simul., 2005

Erratum to "Analysis of Public Safety Traffic on Trunked Land Mobile Radio Systems".
IEEE J. Sel. Areas Commun., 2005

TCP packet control for wireless networks.
Proceedings of the 2005 IEEE International Conference on Wireless And Mobile Computing, 2005

Stroboscopic model and bifurcations in TCP/RED.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Wavelet-based estimation of long-range dependence in MPEG video traces.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Modeling and performance analysis of public safety wireless networks.
Proceedings of the 24th IEEE International Performance Computing and Communications Conference, 2005

2004
KASER: knowledge amplification by structured expert randomization.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Analysis of public safety traffic on trunked land mobile radio systems.
IEEE J. Sel. Areas Commun., 2004

RED with Dynamic Thresholds for improved fairness.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Trunked radio systems: traffic prediction based on user clusters.
Proceedings of the 1st IEEE International Symposium on Wireless Communication Systems, 2004

An overview and comparison of analytical TCP models.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Analysis of Internet topology data.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2003
A blackboard architecture for countering terrorism.
Proceedings of the IEEE International Conference on Systems, 2003

Characterization of a simple communication network using Legendre transform.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

2002
Simulation of Route Optimization in Mobile IP.
Proceedings of the 27th Annual IEEE Conference on Local Computer Networks (LCN 2002), 2002

Analysis of User Behavior from Billing Records of a CDPD Wireless Network.
Proceedings of the 27th Annual IEEE Conference on Local Computer Networks (LCN 2002), 2002

HomSSPICE: a homotopy-based circuit simulator for periodic steady-state analysis of oscillators.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

2001
Simulation and Analysis of Packet Loss in User Datagram Protocol Transfers.
J. Supercomput., 2001

On the role of informed search in veristic computing.
Proceedings of the IEEE International Conference on Systems, 2001

Packet loss in video transfers over IP networks.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Impact of self-similarity on wireless data network performance.
Proceedings of the IEEE International Conference on Communications, 2001

2000
Distributed denial of service attacks.
Proceedings of the IEEE International Conference on Systems, 2000

Wavelet Analysis of Packet Loss in Video Transfers over UDP.
Proceedings of the International Conference on Internet Computing, 2000

1999
Effect of traffic knowledge on the efficiency of admission-control policies.
Comput. Commun. Rev., 1999

Simple implementations of homotopy algorithms for finding DC solutions of nonlinear circuits.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

1998
FuzzyBase: an information-intelligent retrieval system.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1993
Artificial parameter homotopy methods for the DC operating point problem.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1993

1992
Congestion control for multimedia services.
IEEE Netw., 1992


  Loading...