Ljiljana Trajkovic

According to our database, Ljiljana Trajkovic authored at least 106 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Machine Learning for Detecting the WestRock Ransomware Attack Using BGP Routing Records.

Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic

IEEE Commun. Mag., March, 2023

BGP Features and Classification of Internet Worms and Ransomware Attacks.

Hardeep Kaur Takhar, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Enhancing Cyber Defense: Using Machine Learning Algorithms for Detection of Network Anomalies.

Zhida Li, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Deep Echo State Networks for Detecting Internet Worm and Ransomware Attacks.

Tarun Sharma, Khushi Patni, Zhida Li, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

Stochastic Modeling and Analysis of Public Electric Vehicle Fleet Charging Station Operations.

Tianyang Zhang, Xi Chen, Bin Wu, Mehmet Dedeoglu, Junshan Zhang, Ljiljana Trajkovic

IEEE Trans. Intell. Transp. Syst., 2022

Machine Learning for Detecting Internet Traffic Anomalies.

Ljiljana Trajkovic

Proceedings of the 20th Jubilee International Symposium on Intelligent Systems and Informatics, 2022

Comparison of Virtual Network Embedding Algorithms for Data Center Networks.

Hardeep Kaur Takhar, Ana Laura Gonzalez Rios, Ljiljana Trajkovic

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.

Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic

Dataset, May, 2021

Border Gateway Protocol (BGP) routing records from Route Views.

Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic

Dataset, May, 2021

Systems Science and Engineering Research in the Context of Systems, Man, and Cybernetics: Recollection, Trends, and Future Directions.

Edward W. Tunstel, Manuel J. Cobo, Enrique Herrera-Viedma, Imre J. Rudas, Dimitar P. Filev, Ljiljana Trajkovic, C. L. Philip Chen, Witold Pedrycz, Michael H. Smith, Robert Kozma

IEEE Trans. Syst. Man Cybern. Syst., 2021

Machine Learning for Detecting Anomalies and Intrusions in Communication Networks.

Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic

IEEE J. Sel. Areas Commun., 2021

Towards a theoretical framework of autonomous systems underpinned by intelligence and systems sciences.

Yingxu Wang, Ming Hou, Konstantinos N. Plataniotis, Sam Kwong, Henry Leung, Edward W. Tunstel, Imre J. Rudas, Ljiljana Trajkovic

IEEE CAA J. Autom. Sinica, 2021

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

Yingxu Wang, Fakhri Karray, Sam Kwong, Konstantinos N. Plataniotis, Henry Leung, Ming Hou, Edward W. Tunstel, Imre J. Rudas, Ljiljana Trajkovic, Okyay Kaynak, Janusz Kacprzyk, Mengchu Zhou, Michael H. Smith, Philip Chen, Shushma Patel

CoRR, 2021

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

Jianquan Lu, Daniel W. C. Ho, Tingwen Huang, Jürgen Kurths, Ljiljana Trajkovic

IEEE Access, 2021

Classifying Denial of Service Attacks Using Fast Machine Learning Algorithms.

Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Detection of Denial of Service Attacks Using Echo State Networks.

Kamila Bekshentayeva, Ljiljana Trajkovic

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.

Ljiljana Trajkovic

Proceedings of the 19th IEEE International Symposium on Intelligent Systems and Informatics, 2021

Finding DC Operating Points of Nonlinear Circuits Using Carleman Linearization.

Harry Weber, Ljiljana Trajkovic, Wolfgang Mathis

Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Virtual Network Embedding for Switch-Centric Data Center Networks.

Ana Laura Gonzalez Rios, Kamila Bekshentayeva, Maheeppartap Singh, Soroush Haeri, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020

Group Consensus in Multilayer Networks.

Francesco Sorrentino, Louis M. Pecora, Ljiljana Trajkovic

IEEE Trans. Netw. Sci. Eng., 2020

Guest Editorial Introduction to the Special Section on Network of Cyber-Social Networks: Modeling, Analysis, and Control.

Xiang Li, Ljiljana Trajkovic

IEEE Trans. Netw. Sci. Eng., 2020

Tracking a Maneuvering Target by Multiple Sensors Using Extended Kalman Filter With Nested Probabilistic-Numerical Linguistic Information.

Xinxin Wang, Zeshui Xu, Xunjie Gou, Ljiljana Trajkovic

IEEE Trans. Fuzzy Syst., 2020

Soft computing and intelligent systems: techniques and applications.

Sabu M. Thampi, El-Sayed M. El-Alfy, Ljiljana Trajkovic

J. Intell. Fuzzy Syst., 2020

A Tripartite Theory of Trustworthiness for Autonomous Systems.

Yingxu Wang, Svetlana N. Yanushkevich, Ming Hou, Konstantinos N. Plataniotis, Mark Coates, Marina L. Gavrilova, Yaoping Hu, Fakhri Karray, Henry Leung, Arash Mohammadi, Sam Kwong, Edward W. Tunstel, Ljiljana Trajkovic, Imre J. Rudas, Janusz Kacprzyk

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Detecting Internet Worms, Ransomware, and Blackouts Using Recurrent Neural Networks.

Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Detection of Denial of Service Attacks in Communication Networks.

Ana Laura Gonzalez Rios, Zhida Li, Kamila Bekshentayeva, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Complex Networks.

Ljiljana Trajkovic

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

2019

Complex Networks : Plenary Talk.

Ljiljana Trajkovic

Proceedings of the 17th IEEE International Symposium on Intelligent Systems and Informatics, 2019

Machine Learning Techniques for Classifying Network Anomalies and Intrusions.

Zhida Li, Ana Laura Gonzalez Rios, Guangyu Xu, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Virtual Network Embedding via Monte Carlo Tree Search.

Soroush Haeri, Ljiljana Trajkovic

IEEE Trans. Cybern., 2018

Soft computing and intelligent systems: Techniques and applications.

Sabu M. Thampi, El-Sayed M. El-Alfy, Sushmita Mitra, Ljiljana Trajkovic

J. Intell. Fuzzy Syst., 2018

Comparison of Machine Learning Algorithms for Detection of Network Intrusions.

Zhida Li, Prerna Batta, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

You and Your Career.

Ljiljana Trajkovic

Proceedings of the 16th IEEE International Symposium on Intelligent Systems and Informatics, 2018

Evaluation of Support Vector Machine Kernels for Detecting Network Anomalies.

Prerna Batta, Maninder Singh, Zhida Li, Qingye Ding, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Traffic Prediction for Inter-Data Center Cross-Stratum Optimization Problems.

Michal Aibin, Krzysztof Walkowiak, Soroush Haeri, Ljiljana Trajkovic

Proceedings of the 2018 International Conference on Computing, 2018

2017

Modeling prediction in recommender systems using restricted boltzmann machine.

Hanene Ben Yedder, Umme Zakia, Aly Ahmed, Ljiljana Trajkovic

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.

Ljiljana D. Milic, Ljiljana Trajkovic

Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Comparison of Virtualization Algorithms and Topologies for Data Center Networks.

Hanene Ben Yedder, Qingye Ding, Umme Zakia, Zhida Li, Soroush Haeri, Ljiljana Trajkovic

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Optimal PPDU Duration Algorithm for VHT MU-MIMO Systems.

Aitizaz Uddin Syed, Mohsin Iftikhar, Ljiljana Trajkovic

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2016

Detecting BGP anomalies using machine learning techniques.

Qingye Ding, Zhida Li, Prerna Batta, Ljiljana Trajkovic

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

VNE-Sim: A Virtual Network Embedding Simulator.

Soroush Haeri, Ljiljana Trajkovic

Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques, 2016

Virtual network embeddings in data center networks.

Soroush Haeri, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Global resource capacity algorithm with path splitting for virtual network embedding.

Soroush Haeri, Qingye Ding, Zhida Li, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Classifying anomalous events in BGP datasets.

Marijana Cosovic, Slobodan Obradovio, Ljiljana Trajkovic

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Using resource public key infrastructure for secure border gateway protocol.

George Chang, Majid Arianezhad, Ljiljana Trajkovic

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2015

Intelligent Deflection Routing in Buffer-Less Networks.

Soroush Haeri, Ljiljana Trajkovic

IEEE Trans. Cybern., 2015

Improving VHT MU-MIMO communications by concatenating long data streams in consecutive groups.

Aitizaz Uddin Syed, Ljiljana Trajkovic

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

Communication networks: Traffic data, network topologies, and routing anomalies.

Ljiljana Trajkovic

Proceedings of the 13th IEEE International Symposium on Intelligent Systems and Informatics, 2015

Multihoming with locator/ID Separation Protocol: An experimental testbed.

Soroush Haeri, Rajvir Gill, Marilyn Hay, Toby Wong, Ljiljana Trajkovic

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

2014

Classification of BGP anomalies using decision trees and fuzzy rough sets.

Yan Li, Hong-Jie Xing, Qiang Hua, Xi-Zhao Wang, Prerna Batta, Soroush Haeri, Ljiljana Trajkovic

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Deflection routing in complex networks.

Soroush Haeri, Ljiljana Trajkovic

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

2013

Packet Error Probability in Multi-Path Diversity Scheme with Majority Combining.

Vladimir Vukovic, Grozdan Petrovic, Ljiljana Trajkovic

IEEE Commun. Lett., 2013

A Predictive Q-Learning Algorithm for Deflection Routing in Buffer-less Networks.

Soroush Haeri, Majid Arianezhad, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Systems, 2013

Theory and applications of complex networks: Advances and challenges.

Jinhu Lu, Guanrong Chen, Maciej J. Ogorzalek, Ljiljana Trajkovic

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.

Soroush Haeri, Wilson Wang-Kit Thong, Guanrong Chen, Ljiljana Trajkovic

Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Anonym: A tool for anonymization of the Internet traffic.

Tanjila Farah, Ljiljana Trajkovic

Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Proposal of Real-Time Echocardiogram Transmission Dased on Visualization Modes with WiMAX Access.

Eva Cavero, Álvaro Alesanco Iglesias, Ljiljana Trajkovic, Constantinos S. Pattichis, José García

Proceedings of the Computing in Cardiology, 2013

2012

RED-f routing protocol for complex networks.

Wilson Wang-Kit Thong, Guanrong Chen, Ljiljana Trajkovic

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Effect of MRAI timers and routing policies on BGP convergence times.

Rajvir Gill, Ravinder Paul, Ljiljana Trajkovic

Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

Feature selection for classification of BGP anomalies using Bayesian models.

Nabil M. Al-Rousan, Soroush Haeri, Ljiljana Trajkovic

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Machine learning models for classification of BGP anomalies.

Nabil M. Al-Rousan, Ljiljana Trajkovic

Proceedings of the 13th IEEE International Conference on High Performance Switching and Routing, 2012

2011

Mobile WiMAX MAC and PHY layer optimization for IPTV.

Will Hrudey, Ljiljana Trajkovic

Math. Comput. Model., 2011

Packet Error Probability in a Three-Branch Diversity System with Majority Combining.

Vladimir Vukovic, Grozdan Petrovic, Ljiljana Trajkovic

IEEE Commun. Lett., 2011

Collection of BCNET BGP traffic.

Tanjila Farah, Sukhchandan Lally, Rajvir Gill, Nabil M. Al-Rousan, Ravinder Paul, Don Xu, Ljiljana Trajkovic

Proceedings of the 23rd International Teletraffic Congress, 2011

Teaching circuits to new generations of engineers.

Ljiljana Trajkovic

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.

Ying-Xun Lai, Yueh-Min Huang, Chin-Feng Lai, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Probabilistic verification of BGP convergence.

Soroush Haeri, Dario Kresic, Ljiljana Trajkovic

Proceedings of the 19th annual IEEE International Conference on Network Protocols, 2011

2010

Spectral analysis of Internet topology graphs.

Laxmi Subedi, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009

Detrended Fluctuation Analysis of the TCP-Red Algorithm.

Xi Chen, Siu Chung Wong, Chi Kong Tse, Ljiljana Trajkovic

Int. J. Bifurc. Chaos, 2009

Analysis of Internet Topologies: A Historical View.

Mohamadreza Najiminaini, Laxmi Subedi, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008

Stability study of the TCP-RED system using detrended fluctuation analysis.

Xi Chen, Siu Chung Wong, Chi Kong Tse, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

2007

TCP with adaptive delay and loss response for heterogeneous networks.

Modupe Omueti, Ljiljana Trajkovic

Proceedings of the 3rd International ICSTConference on Wireless Internet, 2007

Analysis of traffic data from a hybrid satellite-terrestrial network.

Savio Lau, Ljiljana Trajkovic

Proceedings of the 4th International ICST Conference on Heterogeneous Networking for Quality, 2007

Stability Analysis of RED Gateway with Multiple TCP Reno Connections.

Xi Chen, Siu Chung Wong, Chi K. Michael Tse, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006

Improving Gnutella network performance using synthetic coordinates.

André Dufour, Ljiljana Trajkovic

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.

Bozidar Vujicic, Hao Chen, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Discontinuity-induced bifurcations in TCP/RED communication algorithms.

Mingjian Liu, A. Marciello, Mario di Bernardo, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

BGP with an adaptive minimal route advertisement interval.

Nenad Laskovic, Ljiljana Trajkovic

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.

Nikola Cackov, Jiaqing Song, Bozidar Vujicic, Svetlana Vujicic, Ljiljana Trajkovic

Simul., 2005

Erratum to "Analysis of Public Safety Traffic on Trunked Land Mobile Radio Systems".

Duncan S. Sharp, Nikola Cackov, Nenad Laskovic, Qing Shao, Ljiljana Trajkovic

IEEE J. Sel. Areas Commun., 2005

TCP packet control for wireless networks.

Wan G. Zeng, Ljiljana Trajkovic

Proceedings of the 2005 IEEE International Conference on Wireless And Mobile Computing, 2005

Stroboscopic model and bifurcations in TCP/RED.

Mingjian Liu, Hui Zhang, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Wavelet-based estimation of long-range dependence in MPEG video traces.

Nikola Cackov, Zelimir Lucic, Momcilo Bogdanov, Ljiljana Trajkovic

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Modeling and performance analysis of public safety wireless networks.

Jiaqing Song, Ljiljana Trajkovic

Proceedings of the 24th IEEE International Performance Computing and Communications Conference, 2005

2004

KASER: knowledge amplification by structured expert randomization.

Stuart Harvey Rubin, S. N. Jayaram Murthy, Michael H. Smith, Ljiljana Trajkovic

IEEE Trans. Syst. Man Cybern. Part B, 2004

Analysis of public safety traffic on trunked land mobile radio systems.

Duncan S. Sharp, Nikola Cackov, Nenad Laskovic, Qing Shao, Ljiljana Trajkovic

IEEE J. Sel. Areas Commun., 2004

RED with Dynamic Thresholds for improved fairness.

Vladimir Vukadinovic, Ljiljana Trajkovic

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Trunked radio systems: traffic prediction based on user clusters.

Hao Chen, Ljiljana Trajkovic

Proceedings of the 1st IEEE International Symposium on Wireless Communication Systems, 2004

An overview and comparison of analytical TCP models.

Inas Khalifa, Ljiljana Trajkovic

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Analysis of Internet topology data.

Johnson Chen, Ljiljana Trajkovic

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2003

A blackboard architecture for countering terrorism.

Stuart Harvey Rubin, Michael H. Smith, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Systems, 2003

Characterization of a simple communication network using Legendre transform.

Takashi Hisakado, Kohshi Okumura, Vladimir Vukadinovic, Ljiljana Trajkovic

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

2002

Simulation of Route Optimization in Mobile IP.

Hao Chen, Ljiljana Trajkovic

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.

Luc A. Andriantiatsaholiniaina, Ljiljana Trajkovic

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.

Wanliang Ma, Ljiljana Trajkovic, Kartikeya Mayaram

Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

2001

Simulation and Analysis of Packet Loss in User Datagram Protocol Transfers.

Velibor Markovski, Fei Xue, Ljiljana Trajkovic

J. Supercomput., 2001

On the role of informed search in veristic computing.

Stuart H. Rubin, Robert J. Rush Jr., J. Boerke, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Systems, 2001

Packet loss in video transfers over IP networks.

Fei Xue, Velibor Markovski, Ljiljana Trajkovic

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Impact of self-similarity on wireless data network performance.

Michael Jiang, Milan Nikolic, Stephen Hardy, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Communications, 2001

2000

Distributed denial of service attacks.

Felix Lau, Stuart H. Rubin, Michael H. Smith, Ljiljana Trajkovic

Proceedings of the IEEE International Conference on Systems, 2000

Wavelet Analysis of Packet Loss in Video Transfers over UDP.

Fei Xue, Velibor Markovski, Ljiljana Trajkovic

Proceedings of the International Conference on Internet Computing, 2000

1999

Effect of traffic knowledge on the efficiency of admission-control policies.

Ljiljana Trajkovic, Arnie Neidhardt

Comput. Commun. Rev., 1999

Simple implementations of homotopy algorithms for finding DC solutions of nonlinear circuits.

A. Dyes, E. Chan, H. Hofmann, W. Horia, Ljiljana Trajkovic

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.

Michael H. Smith, Ljiljana Trajkovic, Stuart H. Rubin

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1993

Artificial parameter homotopy methods for the DC operating point problem.

Robert C. Melville, Ljiljana Trajkovic, San-Chin Fang, Layne T. Watson

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1993

1992

Congestion control for multimedia services.

Ljiljana Trajkovic, S. Jamaloddin Golestani

IEEE Netw., 1992