Domagoj Jakobovic

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 122

Top Venues

Publications

Domagoj Jakobovic, Eric Medvet, Gisele L. Pappa, Leonardo Trujillo
Introduction to special issue on highlights of genetic programming 2022 events. Genet. Program. Evolvable Mach. 25 (1) (2024)
Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot
A Systematic Evaluation of Evolving Highly Nonlinear Boolean Functions in Odd Sizes. CoRR (2024)
Marko Durasevic, Domagoj Jakobovic
Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment. Axioms 13 (1) (2024)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic, Carlos A. Coello Coello
Combining single objective dispatching rules into multi-objective ensembles for the dynamic unrelated machines environment. Swarm Evol. Comput. 80 (2023)
Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
A survey of metaheuristic algorithms for the design of cryptographic Boolean functions. Cryptogr. Commun. 15 (6) (2023)
Claude Carlet, Marko Ðurasevic, Bruno Gasperov, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
A New Angle: On Evolving Rotation Symmetric Boolean Functions. CoRR (2023)
Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties. CoRR (2023)
Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
A Survey of Metaheuristic Algorithms for the Design of Cryptographic Boolean Functions. CoRR (2023)
Marko Djurasevic, Francisco J. Gil-Gala, Domagoj Jakobovic
Constructing ensembles of dispatching rules for multi-objective tasks in the unrelated machines environment. Integr. Comput. Aided Eng. 30 (3) (2023)
Marko Durasevic, Francisco Javier Gil Gala, Lucija Planinic, Domagoj Jakobovic
Collaboration methods for ensembles of dispatching rules for the dynamic unrelated machines environment. Eng. Appl. Artif. Intell. 122 (2023)
Claude Carlet, Marko Ðurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Look into the Mirror: Evolving Self-Dual Bent Boolean Functions. CoRR (2023)
Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties. GECCO Companion (2023)
Patrick Jauernig, Domagoj Jakobovic, Stjepan Picek, Emmanuel Stapf, Ahmad-Reza Sadeghi
DARWIN: Survival of the Fittest Fuzzing Mutators. NDSS (2023)
Marko Durasevic, Domagoj Jakobovic
Heuristic and metaheuristic methods for the parallel unrelated machines scheduling problem: a survey. Artif. Intell. Rev. 56 (4) (2023)
Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions. CoRR (2023)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic
Divide and conquer: Using single objective dispatching rules to improve convergence for multi-objective optimisation. GECCO (2023)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic
Does size matter? On the influence of ensemble size on constructing ensembles of dispatching rules. GECCO Companion (2023)
Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions. GECCO Companion (2023)
Domagoj Jakobovic, Marko Durasevic, Karla Brkic, Juraj Fosin, Tonci Caric, Davor Davidovic
Evolving Dispatching Rules for Dynamic Vehicle Routing with Genetic Programming. Algorithms 16 (6) (2023)
Francisco Javier Gil Gala, Marko Durasevic, Ramiro Varela, Domagoj Jakobovic
Ensembles of priority rules to solve one machine scheduling problem in real-time. Inf. Sci. 634 (2023)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic
To Bias or Not to Bias: Probabilistic Initialisation for Evolving Dispatching Rules. EuroGP (2023)
Karlo Knezevic, Juraj Fulir, Domagoj Jakobovic, Stjepan Picek, Marko Ðurasevic
NeuroSCA: Evolving Activation Functions for Side-Channel Analysis. IEEE Access 11 (2023)
Carlos A. Coello Coello, Marko Durasevic, Domagoj Jakobovic, Marina Krcek, Luca Mariot, Stjepan Picek
Modeling Strong Physically Unclonable Functions with Metaheuristics. GECCO Companion (2023)
Francisco Javier Gil Gala, Marko Durasevic, Mateja Dumic, Rebeka Coric, Domagoj Jakobovic
An analysis of training models to evolve heuristics for the travelling salesman problem. GECCO Companion (2023)
Lucija Ulaga, Marko Durasevic, Domagoj Jakobovic
Local search based methods for scheduling in the unrelated parallel machines environment. Expert Syst. Appl. 199 (2022)
Carlos A. Coello Coello, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Modeling Strong Physically Unclonable Functions with Metaheuristics. CoRR (2022)
Marko Durasevic, Domagoj Jakobovic
Selection of dispatching rules evolved by genetic programming in dynamic unrelated machines scheduling based on problem characteristics. J. Comput. Sci. 61 (2022)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
Evolutionary Construction of Perfectly Balanced Boolean Functions. CEC (2022)
Mateja Ðumic, Domagoj Jakobovic
Using priority rules for resource-constrained project scheduling problem in static environment. Comput. Ind. Eng. 169 (2022)
Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Sihem Mesnager, Stjepan Picek
On the Evolution of Boomerang Uniformity in Cryptographic S-boxes. CoRR (2022)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
Evolutionary Construction of Perfectly Balanced Boolean Functions. CoRR (2022)
Stjepan Picek, Domagoj Jakobovic
Evolutionary computation and machine learning in security. GECCO Companion (2022)
Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Evolving constructions for balanced, highly nonlinear boolean functions. GECCO (2022)
Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Evolving Constructions for Balanced, Highly Nonlinear Boolean Functions. CoRR (2022)
Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic
Novel ensemble collaboration method for dynamic scheduling problems. GECCO (2022)
Claude Carlet, Domagoj Jakobovic, Stjepan Picek
On generalizing the power function exponent constructions with genetic programming. GECCO Companion (2022)
Marko Durasevic, Domagoj Jakobovic, Yi Mei, Su Nguyen, Mengjie Zhang
Introduction to automated design of scheduling heuristics with genetic programming. GECCO Companion (2022)
Patrick Jauernig, Domagoj Jakobovic, Stjepan Picek, Emmanuel Stapf, Ahmad-Reza Sadeghi
DARWIN: Survival of the Fittest Fuzzing Mutators. CoRR (2022)
Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic
Novel ensemble collaboration method for dynamic scheduling problems. CoRR (2022)
Lucija Planinic, Hrvoje Backovic, Marko Durasevic, Domagoj Jakobovic
A Comparative Study of Dispatching Rule Representations in Evolutionary Algorithms for the Dynamic Unrelated Machines Environment. IEEE Access 10 (2022)
Nikolina Frid, Vlado Sruk, Domagoj Jakobovic
Design Space Exploration of Clustered Sparsely Connected MPSoC Platforms. Sensors 22 (20) (2022)
Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic
Constructing Ensembles of Dispatching Rules for Multi-objective Problems. IWINAC (1) (2022)
Francisco Javier Gil Gala, Marko Durasevic, Domagoj Jakobovic
Genetic programming for electric vehicle routing problem with soft time windows. GECCO Companion (2022)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
On the Difficulty of Evolving Permutation Codes. EvoApplications (2022)
Lucija Planinic, Marko Djurasevic, Luca Mariot, Domagoj Jakobovic, Stjepan Picek, Carlos A. Coello Coello
On the Genotype Compression and Expansion for Evolutionary Algorithms in the Continuous Domain. CoRR (2021)
Karlo Knezevic, Juraj Fulir, Domagoj Jakobovic, Stjepan Picek
NeuroSCA: Evolving Activation Functions for Side-channel Analysis. IACR Cryptol. ePrint Arch. 2021 (2021)
Mateja Dumic, Domagoj Jakobovic
Ensembles of priority rules for resource constrained project scheduling problem. Appl. Soft Comput. 110 (2021)
Lucija Planinic, Marko Djurasevic, Luca Mariot, Domagoj Jakobovic, Stjepan Picek, Carlos A. Coello Coello
On the genotype compression and expansion for evolutionary algorithms in the continuous domain. GECCO Companion (2021)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati
On the Difficulty of Evolving Permutation Codes. CoRR (2021)
Stjepan Zelic, Marko Durasevic, Domagoj Jakobovic, Lucija Planinic
Solving the Dial-a-Ride Problem Using an Adapted Genetic Algorithm. AI*IA (2021)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
Evolutionary Algorithms for Designing Reversible Cellular Automata. CoRR (2021)
Claude Carlet, Domagoj Jakobovic, Stjepan Picek
Evolutionary algorithms-assisted construction of cryptographic boolean functions. GECCO (2021)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
Evolutionary algorithms for designing reversible cellular automata. Genet. Program. Evolvable Mach. 22 (4) (2021)
Marko Ðurasevic, Domagoj Jakobovic
Automatic design of dispatching rules for static scheduling conditions. Neural Comput. Appl. 33 (10) (2021)
Lucija Planinic, Marko Durasevic, Domagoj Jakobovic
On the Application of ϵ-Lexicase Selection in the Generation of Dispatching Rules. CEC (2021)
Marko Durasevic, Domagoj Jakobovic
Heuristic and Metaheuristic Methods for the Unrelated Machines Scheduling Problem: A Survey. CoRR (2021)
Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner
Toward more efficient heuristic construction of Boolean functions. Appl. Soft Comput. 107 (2021)
Stjepan Picek, Domagoj Jakobovic
Evolutionary computation and machine learning in cryptology. GECCO Companion (2021)
Kristijan Jaklinovic, Marko Ðurasevic, Domagoj Jakobovic
Designing dispatching rules with genetic programming for the unrelated machines environment with constraints. Expert Syst. Appl. 172 (2021)
Lucija Planinic, Marko Durasevic, Domagoj Jakobovic
Towards Interpretable Dispatching Rules: Application of Expression Simplification Methods. SSCI (2021)
Rebeka Coric, Mateja Ðumic, Domagoj Jakobovic
Genetic programming hyperheuristic parameter configuration using fitness landscape analysis. Appl. Intell. 51 (10) (2021)
Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek, Mauro Castelli
CoInGP: convolutional inpainting with genetic programming. GECCO (2021)
Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek
CoInGP: Convolutional Inpainting with Genetic Programming. CoRR (2020)
Rudolf Lovrencic, Domagoj Jakobovic, Dejan Skvorc, Stjepan Gros
Security Risk Optimization for Multi-cloud Applications. EvoApplications (2020)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
An Evolutionary View on Reversible Shift-Invariant Transformations. EuroGP (2020)
Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
Towards an evolutionary-based approach for natural language processing. GECCO (2020)
Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Stjepan Picek
A Search for Additional Structure: The Case of Cryptographic S-boxes. PPSN (2) (2020)
Karlo Knezevic, Stjepan Picek, Domagoj Jakobovic, Julio Hernandez-Castro
What Is Your MOVE: Modeling Adversarial Network Environments. EvoApplications (2020)
Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. PPSN (2) (2020)
Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
Towards an evolutionary-based approach for natural language processing. CoRR (2020)
Marko Djurasevic, Domagoj Jakobovic, Stjepan Picek
One property to rule them all?: on the limits of trade-offs for S-boxes. GECCO (2020)
Stjepan Picek, Domagoj Jakobovic
Evolutionary computation and machine learning in cryptology. GECCO Companion (2020)
Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. CoRR (2020)
Marko Durasevic, Domagoj Jakobovic
Comparison of schedule generation schemes for designing dispatching rules with genetic programming in the unrelated machines environment. Appl. Soft Comput. 96 (2020)
Ivan Vlasic, Marko Durasevic, Domagoj Jakobovic
A comparative study of solution representations for the unrelated machines environment. Comput. Oper. Res. 123 (2020)
Walter O. Krawec, Stjepan Picek, Domagoj Jakobovic
Evolutionary Algorithms for the Design of Quantum Protocols. EvoApplications (2019)
Stjepan Picek, Domagoj Jakobovic
On the design of S-box constructions with genetic programming. GECCO (Companion) (2019)
Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner
A characterisation of S-box fitness landscapes in cryptography. CoRR (2019)
Luca Mariot, Domagoj Jakobovic, Alberto Leporati, Stjepan Picek
Hyper-bent Boolean Functions and Evolutionary Algorithms. EuroGP (2019)
Marko Durasevic, Domagoj Jakobovic
Creating dispatching rules by simple ensemble combination. J. Heuristics 25 (6) (2019)
Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner
A characterisation of S-box fitness landscapes in cryptography. GECCO (2019)
Ivan Vlasic, Marko Durasevic, Domagoj Jakobovic
Improving genetic algorithm performance by population initialisation with dispatching rules. Comput. Ind. Eng. 137 (2019)
Luca Mariot, Stjepan Picek, Alberto Leporati, Domagoj Jakobovic
Cellular automata based S-boxes. Cryptogr. Commun. 11 (1) (2019)
Stjepan Picek, Karlo Knezevic, Domagoj Jakobovic, Ante Derek
PO: cipher construction with cartesian genetic programming. GECCO (Companion) (2019)
Stjepan Picek, Karlo Knezevic, Domagoj Jakobovic, Claude Carlet
A Search for Differentially-6 Uniform (n, n-2) Functions. CEC (2018)
Marko Durasevic, Domagoj Jakobovic
Evolving dispatching rules for optimising many-objective criteria in the unrelated machines environment. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Marko Durasevic, Domagoj Jakobovic
Comparison of ensemble learning methods for creating ensembles of dispatching rules for the unrelated machines environment. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
Tutorials at PPSN 2018. PPSN (2) (2018)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
Evolutionary Search of Binary Orthogonal Arrays. PPSN (1) (2018)
Marko Durasevic, Domagoj Jakobovic
A survey of dispatching rules for the dynamic unrelated machines environment. Expert Syst. Appl. 113 (2018)
Stjepan Picek, Karlo Knezevic, Luca Mariot, Domagoj Jakobovic, Alberto Leporati
Evolving Bent Quaternary Functions. CEC (2018)
Stjepan Picek, Carlos A. Coello Coello, Domagoj Jakobovic, Nele Mentens
Finding short and implementation-friendly addition chains with evolutionary algorithms. J. Heuristics 24 (3) (2018)
Mateja Dumic, Dominik Sisejkovic, Rebeka Coric, Domagoj Jakobovic
Evolving priority rules for resource constrained project scheduling problem with genetic programming. Future Gener. Comput. Syst. 86 (2018)
Karlo Knezevic, Stjepan Picek, Luca Mariot, Domagoj Jakobovic, Alberto Leporati
The Design of (Almost) Disjunct Matrices by Evolutionary Algorithms. TPNC (2018)
Rebeka Coric, Mateja Dumic, Domagoj Jakobovic
Complexity comparison of integer programming and genetic algorithms for resource constrained scheduling problems. MIPRO (2017)
Stjepan Picek, Erik Hemberg, Domagoj Jakobovic, Una-May O'Reilly
One-Class Classification of Low Volume DoS Attacks with Genetic Programming. GPTP (2017)
Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens
Side-channel analysis and machine learning: A practical perspective. IJCNN (2017)
Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Alberto Leporati
Evolutionary algorithms for the design of orthogonal latin squares based on cellular automata. GECCO (2017)
Stjepan Picek, Luca Mariot, Alberto Leporati, Domagoj Jakobovic
Evolving S-boxes based on cellular automata with genetic programming. GECCO (Companion) (2017)
Luca Mariot, Stjepan Picek, Alberto Leporati, Domagoj Jakobovic
Cellular Automata Based S-boxes. IACR Cryptol. ePrint Arch. 2017 (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Domagoj Jakobovic