Ljiljana Trajkovic

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 45

Top Venues

SMC

ISCAS

SISY

J. Intell. Fuzzy Syst.

Publications

Hardeep Kaur Takhar, Luiz Felipe Oliveira, Ljiljana Trajkovic
Case Study: Understanding Internet Anomalies. ISCAS (2024)
Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic
Machine Learning for Detecting the WestRock Ransomware Attack Using BGP Routing Records. IEEE Commun. Mag. 61 (3) (2023)
Tarun Sharma, Khushi Patni, Zhida Li, Ljiljana Trajkovic
Deep Echo State Networks for Detecting Internet Worm and Ransomware Attacks. ISCAS (2023)
Hardeep Kaur Takhar, Ljiljana Trajkovic
BGP Features and Classification of Internet Worms and Ransomware Attacks. SMC (2023)
Zhida Li, Ljiljana Trajkovic
Enhancing Cyber Defense: Using Machine Learning Algorithms for Detection of Network Anomalies. SMC (2023)
Ljiljana Trajkovic
Machine Learning for Detecting Internet Traffic Anomalies. SISY (2022)
Tianyang Zhang, Xi Chen, Bin Wu, Mehmet Dedeoglu, Junshan Zhang, Ljiljana Trajkovic
Stochastic Modeling and Analysis of Public Electric Vehicle Fleet Charging Station Operations. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Hardeep Kaur Takhar, Ana Laura Gonzalez Rios, Ljiljana Trajkovic
Comparison of Virtual Network Embedding Algorithms for Data Center Networks. ISCAS (2022)
Kamila Bekshentayeva, Ljiljana Trajkovic
Detection of Denial of Service Attacks Using Echo State Networks. SMC (2021)
Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic
Machine Learning for Detecting Anomalies and Intrusions in Communication Networks. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Ljiljana Trajkovic
Data Mining and Machine Learning for Analysis of Network Traffic : PLENARY TALK. SISY (2021)
Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic
Classifying Denial of Service Attacks Using Fast Machine Learning Algorithms. SMC (2021)
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
On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS). CoRR (2021)
Jianquan Lu, Daniel W. C. Ho, Tingwen Huang, Jürgen Kurths, Ljiljana Trajkovic
IEEE Access Special Section Editorial: Recent Advances on Hybrid Complex Networks: Analysis and Control. IEEE Access 9 (2021)
Sabu M. Thampi, El-Sayed M. El-Alfy, Ljiljana Trajkovic
Soft computing and intelligent systems: Techniques and applications. J. Intell. Fuzzy Syst. 41 (5) (2021)
Yingxu Wang, Ming Hou, Konstantinos N. Plataniotis, Sam Kwong, Henry Leung, Edward W. Tunstel, Imre J. Rudas, Ljiljana Trajkovic
Towards a theoretical framework of autonomous systems underpinned by intelligence and systems sciences. IEEE CAA J. Autom. Sinica 8 (1) (2021)
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
Systems Science and Engineering Research in the Context of Systems, Man, and Cybernetics: Recollection, Trends, and Future Directions. IEEE Trans. Syst. Man Cybern. Syst. 51 (1) (2021)
Ana Laura Gonzalez Rios, Kamila Bekshentayeva, Maheeppartap Singh, Soroush Haeri, Ljiljana Trajkovic
Virtual Network Embedding for Switch-Centric Data Center Networks. ISCAS (2021)
Harry Weber, Ljiljana Trajkovic, Wolfgang Mathis
Finding DC Operating Points of Nonlinear Circuits Using Carleman Linearization. MWSCAS (2021)
Ljiljana Trajkovic
Complex Networks. IEEE ICCI*CC (2020)
Francesco Sorrentino, Louis M. Pecora, Ljiljana Trajkovic
Group Consensus in Multilayer Networks. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Xiang Li, Ljiljana Trajkovic
Guest Editorial Introduction to the Special Section on Network of Cyber-Social Networks: Modeling, Analysis, and Control. IEEE Trans. Netw. Sci. Eng. 7 (2) (2020)
Xinxin Wang, Zeshui Xu, Xunjie Gou, Ljiljana Trajkovic
Tracking a Maneuvering Target by Multiple Sensors Using Extended Kalman Filter With Nested Probabilistic-Numerical Linguistic Information. IEEE Trans. Fuzzy Syst. 28 (2) (2020)
Ana Laura Gonzalez Rios, Zhida Li, Kamila Bekshentayeva, Ljiljana Trajkovic
Detection of Denial of Service Attacks in Communication Networks. ISCAS (2020)
Zhida Li, Ana Laura Gonzalez Rios, Ljiljana Trajkovic
Detecting Internet Worms, Ransomware, and Blackouts Using Recurrent Neural Networks. SMC (2020)
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
A Tripartite Theory of Trustworthiness for Autonomous Systems. SMC (2020)
Sabu M. Thampi, El-Sayed M. El-Alfy, Ljiljana Trajkovic
Soft computing and intelligent systems: techniques and applications. J. Intell. Fuzzy Syst. 38 (5) (2020)
Zhida Li, Ana Laura Gonzalez Rios, Guangyu Xu, Ljiljana Trajkovic
Machine Learning Techniques for Classifying Network Anomalies and Intrusions. ISCAS (2019)
Ljiljana Trajkovic
Complex Networks : Plenary Talk. SISY (2019)
Ljiljana Trajkovic
You and Your Career. SISY (2018)
Prerna Batta, Maninder Singh, Zhida Li, Qingye Ding, Ljiljana Trajkovic
Evaluation of Support Vector Machine Kernels for Detecting Network Anomalies. ISCAS (2018)
Sabu M. Thampi, El-Sayed M. El-Alfy, Sushmita Mitra, Ljiljana Trajkovic
Soft computing and intelligent systems: Techniques and applications. J. Intell. Fuzzy Syst. 34 (3) (2018)
Zhida Li, Prerna Batta, Ljiljana Trajkovic
Comparison of Machine Learning Algorithms for Detection of Network Intrusions. SMC (2018)
Soroush Haeri, Ljiljana Trajkovic
Virtual Network Embedding via Monte Carlo Tree Search. IEEE Trans. Cybern. 48 (2) (2018)
Michal Aibin, Krzysztof Walkowiak, Soroush Haeri, Ljiljana Trajkovic
Traffic Prediction for Inter-Data Center Cross-Stratum Optimization Problems. ICNC (2018)
Ljiljana D. Milic, Ljiljana Trajkovic
Radoslav Horvat and Mirko Milić, founders of circuit theory in former Yugoslavia. ICECS (2017)
Hanene Ben Yedder, Qingye Ding, Umme Zakia, Zhida Li, Soroush Haeri, Ljiljana Trajkovic
Comparison of Virtualization Algorithms and Topologies for Data Center Networks. ICCCN (2017)
Hanene Ben Yedder, Umme Zakia, Aly Ahmed, Ljiljana Trajkovic
Modeling prediction in recommender systems using restricted boltzmann machine. SMC (2017)
Aitizaz Uddin Syed, Mohsin Iftikhar, Ljiljana Trajkovic
Optimal PPDU Duration Algorithm for VHT MU-MIMO Systems. ICCCN (2017)
Marijana Cosovic, Slobodan Obradovio, Ljiljana Trajkovic
Classifying anomalous events in BGP datasets. CCECE (2016)
Qingye Ding, Zhida Li, Prerna Batta, Ljiljana Trajkovic
Detecting BGP anomalies using machine learning techniques. SMC (2016)
George Chang, Majid Arianezhad, Ljiljana Trajkovic
Using resource public key infrastructure for secure border gateway protocol. CCECE (2016)
Soroush Haeri, Qingye Ding, Zhida Li, Ljiljana Trajkovic
Global resource capacity algorithm with path splitting for virtual network embedding. ISCAS (2016)
Soroush Haeri, Ljiljana Trajkovic
Virtual network embeddings in data center networks. ISCAS (2016)
Soroush Haeri, Ljiljana Trajkovic
VNE-Sim: A Virtual Network Embedding Simulator. SimuTools (2016)
Soroush Haeri, Rajvir Gill, Marilyn Hay, Toby Wong, Ljiljana Trajkovic
Multihoming with locator/ID Separation Protocol: An experimental testbed. IM (2015)
Ljiljana Trajkovic
Communication networks: Traffic data, network topologies, and routing anomalies. SISY (2015)
Aitizaz Uddin Syed, Ljiljana Trajkovic
Improving VHT MU-MIMO communications by concatenating long data streams in consecutive groups. WCNC Workshops (2015)
Soroush Haeri, Ljiljana Trajkovic
Intelligent Deflection Routing in Buffer-Less Networks. IEEE Trans. Cybern. 45 (2) (2015)
Soroush Haeri, Ljiljana Trajkovic
Deflection routing in complex networks. ISCAS (2014)
Yan Li, Hong-Jie Xing, Qiang Hua, Xi-Zhao Wang, Prerna Batta, Soroush Haeri, Ljiljana Trajkovic
Classification of BGP anomalies using decision trees and fuzzy rough sets. SMC (2014)
Soroush Haeri, Wilson Wang-Kit Thong, Guanrong Chen, Ljiljana Trajkovic
A reinforcement learning-based algorithm for deflection routing in optical burst-switched networks. IRI (2013)
Vladimir Vukovic, Grozdan Petrovic, Ljiljana Trajkovic
Packet Error Probability in Multi-Path Diversity Scheme with Majority Combining. IEEE Commun. Lett. 17 (9) (2013)
Soroush Haeri, Majid Arianezhad, Ljiljana Trajkovic
A Predictive Q-Learning Algorithm for Deflection Routing in Buffer-less Networks. SMC (2013)
Tanjila Farah, Ljiljana Trajkovic
Anonym: A tool for anonymization of the Internet traffic. CYBCONF (2013)
Jinhu Lu, Guanrong Chen, Maciej J. Ogorzalek, Ljiljana Trajkovic
Theory and applications of complex networks: Advances and challenges. ISCAS (2013)
Eva Cavero, Álvaro Alesanco Iglesias, Ljiljana Trajkovic, Constantinos S. Pattichis, José García
Proposal of Real-Time Echocardiogram Transmission Dased on Visualization Modes with WiMAX Access. CinC (2013)
Nabil M. Al-Rousan, Soroush Haeri, Ljiljana Trajkovic
Feature selection for classification of BGP anomalies using Bayesian models. ICMLC (2012)
Wilson Wang-Kit Thong, Guanrong Chen, Ljiljana Trajkovic
RED-f routing protocol for complex networks. ISCAS (2012)
Nabil M. Al-Rousan, Ljiljana Trajkovic
Machine learning models for classification of BGP anomalies. HPSR (2012)
Rajvir Gill, Ravinder Paul, Ljiljana Trajkovic
Effect of MRAI timers and routing policies on BGP convergence times. IPCCC (2012)
Vladimir Vukovic, Grozdan Petrovic, Ljiljana Trajkovic
Packet Error Probability in a Three-Branch Diversity System with Majority Combining. IEEE Commun. Lett. 15 (1) (2011)
Tanjila Farah, Sukhchandan Lally, Rajvir Gill, Nabil M. Al-Rousan, Ravinder Paul, Don Xu, Ljiljana Trajkovic
Collection of BCNET BGP traffic. International Teletraffic Congress (2011)
Soroush Haeri, Dario Kresic, Ljiljana Trajkovic
Probabilistic verification of BGP convergence. ICNP (2011)
Ying-Xun Lai, Yueh-Min Huang, Chin-Feng Lai, Ljiljana Trajkovic
Parallel Dynamic Voltage and Frequency Scaling for stream decoding using a multicore embedded system. ISCAS (2011)
Ljiljana Trajkovic
Teaching circuits to new generations of engineers. ISCAS (2011)
Will Hrudey, Ljiljana Trajkovic
Mobile WiMAX MAC and PHY layer optimization for IPTV. Math. Comput. Model. 53 (11-12) (2011)
Laxmi Subedi, Ljiljana Trajkovic
Spectral analysis of Internet topology graphs. ISCAS (2010)
Mohamadreza Najiminaini, Laxmi Subedi, Ljiljana Trajkovic
Analysis of Internet Topologies: A Historical View. ISCAS (2009)
Xi Chen, Siu Chung Wong, Chi Kong Tse, Ljiljana Trajkovic
Detrended Fluctuation Analysis of the TCP-Red Algorithm. Int. J. Bifurc. Chaos 19 (12) (2009)
Xi Chen, Siu Chung Wong, Chi Kong Tse, Ljiljana Trajkovic
Stability study of the TCP-RED system using detrended fluctuation analysis. ISCAS (2008)
Xi Chen, Siu Chung Wong, Chi K. Michael Tse, Ljiljana Trajkovic
Stability Analysis of RED Gateway with Multiple TCP Reno Connections. ISCAS (2007)
Savio Lau, Ljiljana Trajkovic
Analysis of traffic data from a hybrid satellite-terrestrial network. QSHINE (2007)
Modupe Omueti, Ljiljana Trajkovic
TCP with adaptive delay and loss response for heterogeneous networks. WICON (2007)
Nenad Laskovic, Ljiljana Trajkovic
BGP with an adaptive minimal route advertisement interval. IPCCC (2006)
Mingjian Liu, A. Marciello, Mario di Bernardo, Ljiljana Trajkovic
Discontinuity-induced bifurcations in TCP/RED communication algorithms. ISCAS (2006)
André Dufour, Ljiljana Trajkovic
Improving Gnutella network performance using synthetic coordinates. QSHINE (2006)
Bozidar Vujicic, Hao Chen, Ljiljana Trajkovic
Prediction of traffic in a public safety network. ISCAS (2006)
Duncan S. Sharp, Nikola Cackov, Nenad Laskovic, Qing Shao, Ljiljana Trajkovic
Erratum to "Analysis of Public Safety Traffic on Trunked Land Mobile Radio Systems". IEEE J. Sel. Areas Commun. 23 (1) (2005)
Jiaqing Song, Ljiljana Trajkovic
Modeling and performance analysis of public safety wireless networks. IPCCC (2005)
Nikola Cackov, Zelimir Lucic, Momcilo Bogdanov, Ljiljana Trajkovic
Wavelet-based estimation of long-range dependence in MPEG video traces. ISCAS (3) (2005)
Mingjian Liu, Hui Zhang, Ljiljana Trajkovic
Stroboscopic model and bifurcations in TCP/RED. ISCAS (3) (2005)
Wan G. Zeng, Ljiljana Trajkovic
TCP packet control for wireless networks. WiMob (2) (2005)
Nikola Cackov, Jiaqing Song, Bozidar Vujicic, Svetlana Vujicic, Ljiljana Trajkovic
Simulation and Performance Evaluation of a Public Safety Wireless Network: Case Study. Simul. 81 (8) (2005)
Inas Khalifa, Ljiljana Trajkovic
An overview and comparison of analytical TCP models. ISCAS (5) (2004)
Johnson Chen, Ljiljana Trajkovic
Analysis of Internet topology data. ISCAS (4) (2004)
Stuart Harvey Rubin, S. N. Jayaram Murthy, Michael H. Smith, Ljiljana Trajkovic
KASER: knowledge amplification by structured expert randomization. IEEE Trans. Syst. Man Cybern. Part B 34 (6) (2004)
Hao Chen, Ljiljana Trajkovic
Trunked radio systems: traffic prediction based on user clusters. ISWCS (2004)
Vladimir Vukadinovic, Ljiljana Trajkovic
RED with Dynamic Thresholds for improved fairness. SAC (2004)
Duncan S. Sharp, Nikola Cackov, Nenad Laskovic, Qing Shao, Ljiljana Trajkovic
Analysis of public safety traffic on trunked land mobile radio systems. IEEE J. Sel. Areas Commun. 22 (7) (2004)
Stuart Harvey Rubin, Michael H. Smith, Ljiljana Trajkovic
A blackboard architecture for countering terrorism. SMC (2003)
Takashi Hisakado, Kohshi Okumura, Vladimir Vukadinovic, Ljiljana Trajkovic
Characterization of a simple communication network using Legendre transform. ISCAS (3) (2003)
Hao Chen, Ljiljana Trajkovic
Simulation of Route Optimization in Mobile IP. LCN (2002)
Wanliang Ma, Ljiljana Trajkovic, Kartikeya Mayaram
HomSSPICE: a homotopy-based circuit simulator for periodic steady-state analysis of oscillators. ISCAS (1) (2002)
Luc A. Andriantiatsaholiniaina, Ljiljana Trajkovic
Analysis of User Behavior from Billing Records of a CDPD Wireless Network. LCN (2002)
Stuart H. Rubin, Robert J. Rush Jr., J. Boerke, Ljiljana Trajkovic
On the role of informed search in veristic computing. SMC (2001)
Michael Jiang, Milan Nikolic, Stephen Hardy, Ljiljana Trajkovic
Impact of self-similarity on wireless data network performance. ICC (2001)
Fei Xue, Velibor Markovski, Ljiljana Trajkovic
Packet loss in video transfers over IP networks. ISCAS (2) (2001)
Velibor Markovski, Fei Xue, Ljiljana Trajkovic
Simulation and Analysis of Packet Loss in User Datagram Protocol Transfers. J. Supercomput. 20 (2) (2001)
Fei Xue, Velibor Markovski, Ljiljana Trajkovic
Wavelet Analysis of Packet Loss in Video Transfers over UDP. International Conference on Internet Computing (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ljiljana Trajkovic