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Ivana Strumberger
Ivana Strumberger
Assistant Professor, Singidunum University, Department of Informatics and Computing
Verified email at singidunum.ac.rs - Homepage
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Cited by
Year
COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach
M Zivkovic, N Bacanin, K Venkatachalam, A Nayyar, A Djordjevic, ...
Sustainable cities and society 66, 102669, 2021
2872021
Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm
T Bezdan, M Zivkovic, N Bacanin, I Strumberger, E Tuba, M Tuba
Journal of Intelligent & Fuzzy Systems 42 (1), 411-423, 2022
1562022
Wireless sensor networks life time optimization based on the improved firefly algorithm
M Zivkovic, N Bacanin, E Tuba, I Strumberger, T Bezdan, M Tuba
2020 International Wireless Communications and Mobile Computing (IWCMC …, 2020
1212020
Task scheduling in cloud computing environment by grey wolf optimizer
N Bacanin, T Bezdan, E Tuba, I Strumberger, M Tuba, M Zivkovic
2019 27th telecommunications forum (TELFOR), 1-4, 2019
1122019
Performance of elephant herding optimization and tree growth algorithm adapted for node localization in wireless sensor networks
I Strumberger, M Minovic, M Tuba, N Bacanin
Sensors 19 (11), 2515, 2019
1092019
Optimizing convolutional neural network hyperparameters by enhanced swarm intelligence metaheuristics
N Bacanin, T Bezdan, E Tuba, I Strumberger, M Tuba
Algorithms 13 (3), 67, 2020
1062020
Resource scheduling in cloud computing based on a hybridized whale optimization algorithm
I Strumberger, N Bacanin, M Tuba, E Tuba
Applied Sciences 9 (22), 4893, 2019
1032019
Designing convolutional neural network architecture by the firefly algorithm
I Strumberger, E Tuba, N Bacanin, M Zivkovic, M Beko, M Tuba
2019 International Young Engineers Forum (YEF-ECE), 59-65, 2019
1032019
Glioma brain tumor grade classification from mri using convolutional neural networks designed by modified fa
T Bezdan, M Zivkovic, E Tuba, I Strumberger, N Bacanin, M Tuba
International conference on intelligent and fuzzy systems, 955-963, 2020
992020
Enhanced grey wolf algorithm for energy efficient wireless sensor networks
M Zivkovic, N Bacanin, T Zivkovic, I Strumberger, E Tuba, M Tuba
2020 zooming innovation in consumer technologies conference (ZINC), 87-92, 2020
962020
Hybrid genetic algorithm and machine learning method for covid-19 cases prediction
M Zivkovic, V K, N Bacanin, A Djordjevic, M Antonijevic, I Strumberger, ...
Proceedings of international conference on sustainable expert systems: ICSES …, 2021
902021
Whale optimization algorithm with exploratory move for wireless sensor networks localization
N Bacanin, E Tuba, M Zivkovic, I Strumberger, M Tuba
International conference on hybrid intelligent systems, 328-338, 2019
832019
Static drone placement by elephant herding optimization algorithm
I Strumberger, N Bacanin, S Tomic, M Beko, M Tuba
2017 25th Telecommunication Forum (Telfor), 1-4, 2017
752017
Monarch butterfly optimization based convolutional neural network design
N Bacanin, T Bezdan, E Tuba, I Strumberger, M Tuba
Mathematics 8 (6), 936, 2020
732020
Classification and feature selection method for medical datasets by brain storm optimization algorithm and support vector machine
E Tuba, I Strumberger, T Bezdan, N Bacanin, M Tuba
Procedia Computer Science 162, 307-315, 2019
732019
Artificial neural networks hidden unit and weight connection optimization by quasi-refection-based learning artificial bee colony algorithm
N Bacanin, T Bezdan, K Venkatachalam, M Zivkovic, I Strumberger, ...
IEEE Access 9, 169135-169155, 2021
592021
Feed-forward neural network training by hybrid bat algorithm
S Milosevic, T Bezdan, M Zivkovic, N Bacanin, I Strumberger, M Tuba
International Conference on Modelling and Development of Intelligent Systems …, 2020
592020
Feature selection by firefly algorithm with improved initialization strategy
T Bezdan, D Cvetnic, L Gajic, M Zivkovic, I Strumberger, N Bacanin
7th conference on the engineering of computer based systems, 1-8, 2021
582021
Improved harris hawks optimization algorithm for workflow scheduling challenge in cloud–edge environment
M Zivkovic, T Bezdan, I Strumberger, N Bacanin, K Venkatachalam
Computer networks, big data and IoT: proceedings of ICCBI 2020, 87-102, 2021
542021
Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application
N Bacanin, M Zivkovic, F Al-Turjman, K Venkatachalam, P Trojovskż, ...
Scientific Reports 12 (1), 6302, 2022
532022
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