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Dr. sc. DRAŽEN BAJER - Senior Assistant

Chair of Programming Languages and Systems

Contact: E-mail: (drazen.bajer [et] ferit.hr)

Scientist Number: 329691

Publications and Research (source: bib.irb.hr)

Room: K1-12

See more detailed Publications and Research

 

Journal articles and review articles in CC journals


1. Bajer, Dražen.
Adaptive k-tournament mutation scheme for differential evolution. // Applied soft computing. 85C (2019) ; (journal article).
2. Bajer, Dražen; Zorić, Bruno.
An effective refined artificial bee colony algorithm for numerical optimisation. // Information sciences. 504 (2019) ; 221-275 (journal article).
3. Bajer, Dražen; Martinović, Goran; Brest, Janez.
A Population Initialization Method for Evolutionary Algorithms based on Clustering and Cauchy Deviates. // Expert systems with applications. 60 (2016) ; 294-310 (journal article).
4. Scitovski, Rudolf; Vidović, Ivan; Bajer, Dražen.
A new fast fuzzy partitioning algorithm. // Expert systems with applications. 51 (2016) ; 143-150 (journal article).
5. Martinović, Goran; Bajer, Dražen.
Solving the Task Assignment Problem with Ant Colony Optimization incorporating ideas from the Clonal Selection Algorithm. // International Journal of Bio-Inspired Computation. 7 (2015) , 2; 129-143 (journal article).

Scientific papers in other journals


1. Martinović, Goran; Bajer, Dražen; Zorić, Bruno.
A Differential Evolution Approach to Dimensionality Reduction for Classification Needs. // International Journal of Applied Mathematics and Computer Science. 24 (2014) , 1; 111-122 (journal article).
2. Vidović, Ivan; Bajer, Dražen; Scitovski, Rudolf.
A new fusion algorithm for fuzzy clustering. // Croatian Operational Research Review. 5 (2014) , 2; 149-159 (journal article).
3. Martinović, Goran; Bajer, Dražen.
Elitist Ant System with 2-opt Local Search for the Traveling Salesman Problem. // Advances in Electrical and Computer Engineering. 12 (2012) , 1; 25-32 (journal article).

Scientific conference papers with international peer-review


1. Bajer, Dražen; Zorić, Bruno; Dudjak, Mario; Martinović, Goran.
Performance Analysis of SMOTE-Based Oversampling Techniques When Dealing with Data Imbalance // Proceedings of IWSSIP 2019 / Rimac-Drlje, Snježana ; Žagar, Drago ; Galić, Irena ; Martinović, Goran ; Vranješ, Denis ; Habijan, Marija, editor(s).
Osijek : Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek, 2019. 265-271 (lecture,international peer-review,published,scientific).
2. Zorić, Bruno; Dudjak, Mario; Bajer, Dražen; Martinović, Goran.
Design and development of a smart attendance management system with Bluetooth low energy beacons // 2019 Zooming Innovation in Consumer Technologies Conference (ZINC).
Novi Sad, 2019. 86-91 (lecture,international peer-review,published,scientific).
3. Bajer, Dražen; Zorić, Bruno; Martinović, Goran.
Empirical Analysis of Artificial Bee Colony Algorithm Parameters // Proceedings of the 3rd International Conference on Smart Systems and Technologies (SST 2018) / Žagar, Drago ; Martinović, Goran ; Rimac Drlje, Snježana ; Miličević, Kruno, editor(s).
Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Josip Juraj Strossmayer University of Osijek, 2018. 109-116 (lecture,international peer-review,published,scientific).
4. Zorić, Bruno; Bajer, Dražen; Martinović, Goran.
Utilising Filter Inferred Information in Nature- inspired Hybrid Feature Selection // Proceedings of the 3rd International Conference on Smart Systems and Technologies (SST 2018) / Žagar, Drago ; Martinović, Goran ; Rimac Drlje, Snježana ; Miličević, Kruno, editor(s).
Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Josip Juraj Strossmayer University of Osijek, 2018. 117-123 (lecture,international peer-review,published,scientific).
5. Bajer, Dražen; Martinović, Goran.
A Parameter Control Scheme for DE Inspired by ACO // Proceedings of the 7th International Conference on Bioinspired Optimization Methods and their Applications / Papa, Gregor ; Mernik, Marjan, editor(s).
Ljubljana : Jožef Stefan Institute, 2016. 79-92 (lecture,international peer-review,published,scientific).
6. Bajer, Dražen; Zorić, Bruno; Martinović, Goran.
Effectiveness of differential evolution in training radial basis function networks for classification // Proceedings of the 1st International Conference on Smart Systems and Technologies (SST) / Žagar, Drago ; Martinović, Goran ; Rimac Drlje, Snježana ;, editor(s).
Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2016. 179-184 (lecture,international peer-review,published,scientific).
7. Zorić, Bruno; Bajer, Dražen; Martinović, Goran.
Employing different optimisation approaches for SMOTE parameter tuning // Proceedings of the 1st International Conference on Smart Systems and Technologies (SST) / Žagar, Drago ; Martinović, Goran ; Rimac Drlje, Snježana ;, editor(s).
Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2016. 191-196 (lecture,international peer-review,published,scientific).
8. Bajer, Dražen; Zorić, Bruno; Martinović, Goran.
Automatic Design of Radial Basis Function Networks Through Enhanced Differential Evolution // Proceedings of the 10th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2015, Lecture Notes in Computer Science, Vol. 9121 / Onieva, Enrique ; Santos, Igor ; Osaba, Eneko ; Quintián, Héctor ; Corchado, Emilio, editor(s).
Springer International Publishing Switzerland, 2015. 244-256 (lecture,international peer-review,published,scientific).
9. Martinović, Goran; Bajer, Dražen.
The Effect of Swapping Vectors During Mutation in Differential Evolution // Proceedings of the 5th International Conference of Swarm, Evolutionary, and Memetic Computing (SEMCCO 2014), Springer Lecture Notes in Computer Science, 8947 / Panigrahi, Bijaya Ketan ; Nagaratnam, Suganthan, Ponnuthurai ; Das, Swagatam, editor(s).
Zurich, Švicarska : Springer International Publishing Switzerland, 2015. 534-546 (lecture,international peer-review,published,scientific).
10. Martinović, Goran; Bajer, Dražen.
Data Clustering with Differential Evolution Incorporating Macromutations // Lecture Notes in Computer Science, Vol. 8297, Part I, Proceedings of the 4th International Conference on Swarm, Evolutionary, and Memetic Computing / Panigrahi, B.K. ; Suganthan, P.N. ; Das, S. ; Dash S.S., editor(s).
Springer International Publishing Switzerland, 2013. 158-169 (lecture,international peer-review,published,scientific).
11. Martinović, Goran; Bajer, Dražen.
Impact of NNA implementation on GA performance for the TSP // Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications / Filipič, Bogdan ; Šilc, Jurij, editor(s).
Ljubljana : Jožef Štefan Institute, 2012. 173-184 (lecture,international peer-review,published,scientific).
12. Martinović, Goran; Bajer, Dražen.
Impact of Double Operators on the Performance of a Genetic Algorithm for Solving the Traveling Salesman Problem // Lecture Notes in Computer Science, Vol. 7076, Part I, Proceedings of the 2nd International Conference on Swarm, Evolutionary, and Memetic Computing / Panigrahi, B.K. ; Suganthan, P.N. ; Das, S. ; Satapathy, S.C., editor(s).
Berlin, Heidelberg : Springer Verlag, 2011. 290-298 (lecture,international peer-review,published,scientific).

Abstracts in Book of abstracts


1. Martinović, Goran; Bajer, Dražen; Zorić, Bruno.
Improvements of a Cloud Environment for Biomedical Parameter Monitoring, Acquisition and Analysis // Third International Workshop on Data Science 2018 (IWDS 2018) - Abstract Book / Lončarić, Sven ; Šmuc, Tomislav, editor(s).
Zagreb : Center of Excellence for Data Science and Cooperative Systems: Research Unit for Data Science, 2018. 40-42 (poster,domestic peer-review,scientific).
2. Martinović, Goran; Bajer, Dražen; Zorić, Bruno.
A Model of Biomedical Parameter Monitoring, Acquisition and Analysis in a Cloud // Second International Workshop on Data Science (IWDS 2017), Abstract Book / Lončarić, Sven ; Šmuc, Tomislav, editor(s).
Zagreb : Centre of Research Excellence for Data Science and Cooperative Systems, 2017. 51-53 (lecture,international peer-review,abstract,scientific).
3. Martinović, Goran; Bajer, Dražen; Zorić, Bruno.
Cloud-based Environment for Chronical Diseases Prevention, Monitoring and Treatment // First International Workshop on Data Science (IWDS 2016), Abstract Book / Lončarić, Sven ; Šmuc, Tomislav, editor(s).
Zagreb : Centre of Research Excellence for Data Science and Cooperative Systems, 2016. 52-53 (poster,international peer-review,abstract,scientific).

Dissertations


1. Bajer, Dražen.
Enhancements of differential evolution algorithm using parameters adaptation and population initialization / doctoral thesis.
Osijek : Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek, 8.03. 2017., 145 pages. Mentor: Martinović, Goran.

Mentoring


1. Kotrba, Karlo.
Differential evolution algorithm for automatic data clustering / graduate thesis.
Osijek : Elektrotehnički fakultet Osijek, 05.10. 2015., 47 pages. Mentor: Martinović, Goran.
2. Ambroš, Ivan.
Security and Performance Risk Management for Small Company Computer System / graduate thesis.
Osijek : Elektrotehnički fakultet Osijek, 20.09. 2013., 45 pages. Mentor: Martinović, Goran.
3. Amidžić, Matija.
Simple genetic algorithm for solving the knapsack problem / baccalaureus graduate thesis.
Osijek : Elektrotehnički fakultet, 7.10. 2013., 25 pages. Mentor: Martinović, Goran.
4. Borovica, Igor.
Web application for running the department library / baccalaureus graduate thesis.
Osijek : Elektrotehnički fakultet, 10.6. 2013., 26 pages. Mentor: Martinović, Goran.