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Mario Dudjak
Mario Dudjak
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Adresse e-mail validée de ferit.hr - Page d'accueil
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An empirical study of data intrinsic characteristics that make learning from imbalanced data difficult
M Dudjak, G Martinović
Expert systems with applications 182, 115297, 2021
302021
Performance analysis of SMOTE-based oversampling techniques when dealing with data imbalance
D Bajer, B Zonć, M Dudjak, G Martinović
2019 International Conference on Systems, Signals and Image Processing …, 2019
242019
An API-first methodology for designing a microservice-based Backend as a Service platform
M Dudjak, G Martinović
Information Technology and Control 49 (2), 206-223, 2020
222020
Design and development of a smart attendance management system with Bluetooth low energy beacons
B Zorić, M Dudjak, D Bajer, G Martinović
2019 Zooming Innovation in Consumer Technologies Conference (ZINC), 86-91, 2019
142019
In-Depth Performance Analysis of SMOTE-Based Oversampling Algorithms in Binary Classification
M Dudjak, G Martinović
International Journal of Electrical and Computer Engineering Systems 11 (1 …, 2020
132020
Wrapper-based feature selection: how important is the wrapped classifier?
D Bajer, M Dudjak, B Zorić
2020 International conference on smart systems and technologies (SST), 97-105, 2020
92020
Wrapper-based feature selection via differential evolution: benchmarking different discretisation techniques
B Zorić, D Bajer, M Dudjak
2020 International Conference on Smart Systems and Technologies (SST), 89-96, 2020
52020
Evaluation and analysis of bio-inspired optimization algorithms for feature selection
D Bajer, B Zorić, M Dudjak, G Martinović
2019 IEEE 15th International Scientific Conference on Informatics, 000285-000292, 2019
52019
Survey of database backup management
M Dudjak, I Lukić, M Köhler
27th International Scientific and Professional Conference Organization and …, 2017
52017
Učenje iz neuravnoteženih podataka unaprijeđenim postupcima za odabir značajki, preuzorkovanje i izgradnju radijalnih neuronskih mreža
M Dudjak
Josip Juraj Strossmayer University of Osijek. Faculty of Electrical …, 2022
12022
Benchmarking bio-inspired computation algorithms as wrappers for feature selection
D Bajer, B Zorić, M Dudjak, G Martinović
Acta electrotechnica et informatica 20 (2), 35-43, 2020
12020
An empirical study of the crossover operator in a genetic algorithm used as a wrapper for feature selection
M Dudjak
Authorea Preprints, 2023
2023
An ensemble-based framework for biomedical classification problems
M Dudjak, B Zorić, D Bajer
2023 Zooming Innovation in Consumer Technologies Conference (ZINC), 69-73, 2023
2023
SMOTE Inspired Extension for Differential Evolution
D Bajer, B Zorić, M Dudjak
International Conference on Bioinspired Optimization Methods and Their …, 2022
2022
Bio-inspired wrapper-based feature selection: does the choice of metric matter?
D Bajer, M Dudjak, B Zorić
2022 International Conference on Smart Systems and Technologies (SST), 1-8, 2022
2022
Predicting public transport arrival time and congestion based on BLE beacon crowdsourced data
B Zorić, M Dudjak, D Bajer
2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), 81-86, 2022
2022
An empirical study of classification algorithms when dealing with the problem of class imbalance and other data intrinsic characteristics
M Dudjak, G Martinović
5th International Workshop on Data Science (IWDS 2020), 38-41, 2020
2020
Izrada BaaS (Backend as a Service) sustava za web aplikacije
M Dudjak
Josip Juraj Strossmayer University of Osijek. Faculty of Electrical …, 2018
2018
Backup management
M Dudjak
Josip Juraj Strossmayer University of Osijek. Faculty of Electrical …, 2016
2016
Experimental study of the impact of feature selection and resampling methods on software defect prediction
M Dudjak, G Martinović
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