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Tijana Vujičić Marković
Tijana Vujičić Marković
Malardalen University
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Comparative analysis of methods for determining number of hidden neurons in artificial neural network
T Vujičić, T Matijevi, J Ljucović, A Balota, Z Ševarac
Central european conference on information and intelligent systems 159, 2016
1002016
The model for gamification of e-learning in higher education based on learning styles
N Zaric, S Scepanović, T Vujicic, J Ljucovic, D Davcev
ICT Innovations 2017: Data-Driven Innovation. 9th International Conference …, 2017
382017
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
30*2015
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
212022
Gaussian conditional random fields extended for directed graphs
T Vujicic, J Glass, F Zhou, Z Obradovic
Machine Learning 106, 1271-1288, 2017
132017
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
112022
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
92022
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
72023
The Westermo network traffic data set
PE Strandberg, D Söderman, A Dehlaghi-Ghadim, M Leon, T Markovic, ...
Data in Brief 50, 109512, 2023
62023
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
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
52016
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
32023
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
32022
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
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
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
Comparative Analysis of Classic Clustering Algorithms and Girvan-Newman Algorithm for Finding Communities in Social Networks
J Ljucović, T Vujičić, T Matijević, S Tomović, S Šćepanović
ENTRENOVA-ENTerprise REsearch InNOVAtion 2 (1), 24-31, 2016
12016
Performance Analysis of Girvan-Newman Algorithm on Different Types of Random Graphs
T Matijevic, T Vujicic, J Ljucovic, P Radunovic, A Balota
Central European Conference on Information and Intelligent Systems, 11, 2016
12016
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
2023
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data
M Leon, T Markovic, S Punnekkat
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
2023
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