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Tijana Vujičić Marković
Tijana Vujičić Marković
Verified email at port.ac.uk
Title
Cited by
Cited by
Year
Comparative analysis of methods for determining number of hidden neurons in artificial neural network
T Vujicic, T Matijevic, J Ljucovic, A Balota, Z Sevarac
Central european conference on information and intelligent systems, 219, 2016
1272016
Random forest based on federated learning for intrusion detection
T Markovic, M Leon, D Buffoni, S Punnekkat
IFIP international conference on artificial intelligence applications and …, 2022
602022
The model for gamification of e-learning in higher education based on learning styles
N Zaric, S Scepanović, T Vujicic, J Ljucovic, D Davcev
International Conference on ICT Innovations, 265-273, 2017
482017
Comparative evaluation of machine learning algorithms for network intrusion detection and attack classification
M Leon, T Markovic, S Punnekkat
2022 international joint conference on neural networks (IJCNN), 01-08, 2022
342022
Game based mobile learning—Application development and evaluation
S Scepanovic, T Vujicic, T Matijevic, P Radunovic
Proceedings of an 6th conference on e-learning, 142-147, 2015
33*2015
The Westermo network traffic data set
PE Strandberg, D Söderman, A Dehlaghi-Ghadim, M Leon, T Markovic, ...
Data in Brief 50, 109512, 2023
162023
Time-series anomaly detection and classification with long short-term memory network on industrial manufacturing systems
T Markovic, A Dehlaghi-Ghadim, M Leon, A Balador, S Punnekkat
2023 18th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2023
162023
A modular ice cream factory dataset on anomalies in sensors to support machine learning research in manufacturing systems
T Markovic, M Leon, B Leander, S Punnekkat
IEEE Access 11, 29744-29758, 2023
162023
Simulation environment for modular automation systems
B Leander, T Marković, A Čaušević, T Lindström, H Hansson, ...
IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022
142022
Gaussian conditional random fields extended for directed graphs
T Vujicic, J Glass, F Zhou, Z Obradovic
Machine Learning 106 (9), 1271-1288, 2017
132017
Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning
M Leon, T Markovic, S Punnekkat
Proceedings of the genetic and evolutionary computation conference companion …, 2022
102022
Federated learning for network anomaly detection in a distributed industrial environment
A Dehlaghi-Ghadim, T Markovic, M Leon, D Söderman, PE Strandberg
2023 International Conference on Machine Learning and Applications (ICMLA …, 2023
82023
Random forest with differential privacy in federated learning framework for network attack detection and classification
T Markovic, M Leon, D Buffoni, S Punnekkat
Applied Intelligence 54 (17-18), 8132-8153, 2024
72024
Enhanced simulation environment to support research in modular manufacturing systems
B Leander, T Marković, M León
IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society …, 2023
62023
Requirements elicitation in culturally and technologically diverse settings
T Vujicic, S Scepanovic, J Jovanovic
2016 5th Mediterranean Conference on Embedded Computing (MECO), 464-467, 2016
62016
Web application for lightning activity monitoring system (LAMS)
P Radunovic, T Vujicic, A Balota
2017 12th Iberian Conference on Information Systems and Technologies (CISTI …, 2017
52017
Network Intrusion Detection using Machine Learning on Resource-Constrained Edge Devices
P Lidholm, T Markovic, M Leon, PE Strandberg
2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024
32024
System of connections and transport of data registered from lightning discharges
A Balota, S Grebović, S Škuletić, T Vujičić, P Radunović
Microprocessors and Microsystems 63, 46-54, 2018
32018
An authorization service supporting dynamic access control in manufacturing systems
I Radonjić, E Bašić, B Leander, T Marković
2023 IEEE 9th World Forum on Internet of Things (WF-IoT), 01-06, 2023
22023
System of connections and links for transport of registered data on lightning discharges
A Balota, S Grebović, T Vujičić, P Radunović
2017 6th Mediterranean Conference on Embedded Computing (MECO), 1-4, 2017
22017
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Articles 1–20