doc. dr. sc. Marko Đurasević

Assistant professor, Department of Electronics, Microelectronics, Computer and Intelligent Systems

NeuroSCA: Evolving Activation Functions for Side-Channel Analysis

Knežević, Karlo ; Fulir, Juraj ; Jakobović, Domagoj ; Picek, Stjepan ; Đurasević, Marko
2022.
IEEE access

Automated design of heuristics for the container relocation problem using genetic programming

Đurasević, Marko ; Đumić, Mateja
2022.
Applied soft computing

Novel ensemble collaboration method for dynamic scheduling problems

Đurasević, Marko ; Planinić, Lucija ; Gala, Francisco Javier Gil ; Jakobović, Domagoj
2022.
GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference

Evolving Constructions for Balanced, Highly Nonlinear Boolean Functions

Carlet, Claude ; Djurasevic, Marko ; Jakobovic, Domagoj ; Mariot, Luca ; Picek, Stjepan
2022.
GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference

Genetic programming for electric vehicle routing problem with soft time windows

Gil Gala, Francisco Javier ; Marko Đurasević ; Domagoj Jakobović
2022.
Genetic and Evolutionary Computation Conference

Building Heuristics and Ensembles for the Travel Salesman Problem

Gil Gala, Francisco Javier ; Đurasević, Marko ; Sierra, Maria ; Varela Ramiro
2022.
International Work-Conference on the Interplay Between Natural and Artificial Computation

Solving the Dial-a-Ride Problem Using an Adapted Genetic Algorithm

Zelić, Stjepan ; Đurasević, Marko ; Jakobović, Domagoj ; Planinić, Lucija
2022.
International Conference of the Italian Association for Artificial Intelligence

On the Difficulty of Evolving Permutation Codes

Mariot, Luca ; Picek, Stjepan ; Jakobović, Domagoj ; Đurasević, Marko ; Leporati, Alberto
2022.
International Conference on the Applications of Evolutionary Computation

Towards Interpretable Dispatching Rules: Application of Expression Simplification Methods

Planinić, Lucija ; Đurasević, Marko ; Jakobović, Domagoj
2022.
IEEE Symposium Series on Computational Intelligence (SSCI)

Introduction to automated design of scheduling heuristics with genetic programming

Đurasević, Marko ; Jakobović, Domagoj ; Mei, Yi ; Nguyen, Su ; Zhang, Mengjie
2022.
Genetic and Evolutionary Computation Conference

Constructing Ensembles of Dispatching Rules for Multi- objective Problems

Đurasević, Marko ; Planinić, Lucija ; Gil Gala, Francisco Javier ; Jakobović, Domagoj
2022.
International Work-Conference on the Interplay Between Natural and Artificial Computation

Heuristic and metaheuristic methods for the parallel unrelated machines scheduling problem: a survey

Đurasević, Marko ; Jakobović, Domagoj
2022.
Artificial intelligence review

A comparative study of dispatching rule representations in evolutionary algorithms

Planinic, Lucija ; Backovic, Hrvoje ; Durasevic, Marko ; Jakobovic, Domagoj
2022.
IEEE Access

Local search based methods for scheduling in the unrelated parallel machines environment

Ulaga, Lucija ; Đurasević, Marko ; Jakobović, Domagoj
2022.
Expert Systems with Applications

Selection of dispatching rules evolved by genetic programming in dynamic unrelated machines scheduling based on problem characteristics

Đurasević, Marko ; Jakobović, Domagoj
2022.
Journal of Computational Science

On the genotype compression and expansion for evolutionary algorithms in the continuous domain

Planinić, Lucija ; Đurasević, Marko ; Mariot, Luca ; Jakobović, Domagoj ; Picek, Stjepan ; Coello Coello, Carlos
2021.
Genetic and Evolutionary Computation Conference

On the Application of ϵ-Lexicase Selection in the Generation of Dispatching Rules

Planinić, Lucija ; Đurasević, Marko ; Jakobović, Domagoj
2021.
IEEE Congress on Evolutionary Computation

Automatic design of dispatching rules for static scheduling conditions

Ðurasević, Marko ; Jakobović, Domagoj
2021.
Neural Computing and Applications

Designing dispatching rules with genetic programming for the unrelated machines environment with constraints

Jaklinović, Kristijan ; Ðurasević, Marko ; Jakobović, Domagoj
2021.
Expert Systems with Applications

A comparative study of solution representations for the unrelated machines environment

Vlašić, Ivan ; Đurasević, Marko ; Jakobović, Domagoj
2020.
Computers & operations research

Comparison of schedule generation schemes for designing dispatching rules with genetic programming in the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2020.
Applied Soft Computing

One property to rule them all? On the limits of trade-offs for S-boxes

Đurasević, Marko ; Jakobović, Domagoj ; Picek, Stjepan
2020.
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2020

A Search for Additional Structure: The Case of Cryptographic S-boxes

Carlet, Claude ; Đurasević, Marko ; Jakobović, Domagoj ; Picek, Stjepan
2020.
Parallel Problem Solving from Nature – PPSN XVI. PPSN 2020

Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations

Đurasević, Marko ; Jakobović, Domagoj ; Scoczynski Ribeiro Martins, Marcella ; Picek, Stjepan ; Wagner, Markus
2020.
Parallel Problem Solving from Nature – PPSN XVI. PPSN 2020

Creating dispatching rules by simple ensemble combination

Đurasević, Marko ; Jakobović, Domagoj
2019.
Journal of heuristics

Improving genetic algorithm performance by population initialisation with dispatching rules

Vlašić, Ivan ; Đurasević, Marko ; Jakobović, Domagoj
2019.
Computers & industrial engineering

Comparison of ensemble learning methods for creating ensembles of dispatching rules for the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2018.
Genetic programming and evolvable machines

Evolving dispatching rules for optimising many- objective criteria in the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2018.
Genetic programming and evolvable machines

A survey of dispatching rules for the dynamic unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2018.
Expert systems with applications

Automated design of dispatching rules in unrelated machines environment

Đurasević, Marko
2018.

Adaptive scheduling on unrelated machines with genetic programming

Đurasević, Marko ; Jakobović, Domagoj ; Knežević, Karlo
2016.
Applied soft computing

Comparison of solution representations for scheduling in the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2016.
MIPRO 2016

Optimization of scheduling for unrelated machines

Đurasević, Marko
2014.

GPU Implementation of a Medical Imaging Data Compression Algorithm

Šantl, Dino ; Đurasević, Marko ; Knezović, Josip
2013.
IT Systems 2013 and e-Health 2013

Machine-to-machine communication as key enabler in smart metering systems

Dujak, Mićo ; Parać, Vedran ; Đurasević, Marko ; Herić, Ajdin
2013.
MIPRO 2013

Evolutionary computation description language

Đurasević, Marko
2012.

Teaching

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Computational and artificial intelligence
    Artificial intelligence Machine learning Computational intelligence Greedy algorithms Evolutionary computation Particle swarm optimization Genetic algorithms Fuzzy logic Artificial neural networks
  • Computational and artificial intelligence
    Artificial intelligence Machine learning Computational intelligence Greedy algorithms Evolutionary computation Particle swarm optimization Genetic algorithms Fuzzy logic Artificial neural networks

Personal data

Official web page URL:
Graduation year:
2014.
PhD graduation year:
2018.
Employed in this institution since:
2014.