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Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments

Algorithms
2024-02 | Journal article | Author
Contributors: Marko Đurasević; Domagoj Jakobovic; Stjepan Picek; Luca Mariot
Source: check_circle
Multidisciplinary Digital Publishing Institute

Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment

Axioms
2024-01 | Journal article | Author
Contributors: Marko Đurasević; Domagoj Jakobovic
Source: check_circle
Multidisciplinary Digital Publishing Institute

A Variable Neighborhood Search Method with a Tabu List and Local Search for Optimizing Routing in Trucks in Maritime Ports

Mathematics
2023-08 | Journal article | Author
Contributors: Luka Matijević; Marko Đurasević; Domagoj Jakobovic
Source: check_circle
Multidisciplinary Digital Publishing Institute

Evolving Dispatching Rules for Dynamic Vehicle Routing with Genetic Programming

Algorithms
2023-06 | Journal article | Author
Contributors: Domagoj Jakobovic; Marko Đurasević; Karla Brkić; Juraj Fosin; Tonči Carić; Davor Davidovic
Source: check_circle
Multidisciplinary Digital Publishing Institute

Design Space Exploration of Clustered Sparsely Connected MPSoC Platforms

Sensors
2022-10 | Journal article | Author
Contributors: Nikolina Frid; Vlado Sruk; Domagoj Jakobovic
Source: check_circle
Multidisciplinary Digital Publishing Institute

A characterisation of S-box fitness landscapes in cryptography

GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference
2019 | Conference paper
EID:

2-s2.0-85072305789

Contributors: Jakobovic, D.; Martins, M.S.R.; Picek, S.; Wagner, M.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

C<sup>3</sup>PO: Cipher construction with cartesian genetic programming

GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion
2019 | Conference paper
EID:

2-s2.0-85070589669

Contributors: Picek, S.; Jakobovic, D.; Knezevic, K.; Derek, A.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Cellular automata based S-boxes

Cryptography and Communications
2019 | Journal article
EID:

2-s2.0-85053867376

Part of ISBN:

19362455 19362447

Contributors: Mariot, L.; Picek, S.; Leporati, A.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Creating dispatching rules by simple ensemble combination

Journal of Heuristics
2019 | Journal article
EID:

2-s2.0-85066792783

Part of ISBN:

15729397 13811231

Contributors: Ɖurasević, M.; Jakobović, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolutionary algorithms for the design of quantum protocols

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85065727508

Part of ISBN:

16113349 03029743

Contributors: Krawec, W.; Picek, S.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Hyper-bent Boolean Functions and Evolutionary Algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85064943323

Part of ISBN:

16113349 03029743

Contributors: Mariot, L.; Jakobovic, D.; Leporati, A.; Picek, S.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Improving genetic algorithm performance by population initialisation with dispatching rules

Computers and Industrial Engineering
2019 | Journal article
EID:

2-s2.0-85072715625

Part of ISBN:

03608352

Contributors: Vlašić, I.; Ðurasević, M.; Jakobović, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

On the design of S-box constructions with genetic programming

GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion
2019 | Conference paper
EID:

2-s2.0-85070612961

Contributors: Picek, S.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

A Search for Differentially-6 Uniform (n, n-2) Functions

2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
2018 | Conference paper
EID:

2-s2.0-85056273545

Contributors: Picek, S.; Knezevic, K.; Jakobovic, D.; Carlet, C.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

A survey of dispatching rules for the dynamic unrelated machines environment

Expert Systems with Applications
2018 | Journal article
EID:

2-s2.0-85051407209

Part of ISBN:

09574174

Contributors: Ðurasević, M.; Jakobović, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Classification of cancer data: Analyzing gene expression data using a fuzzy decision tree algorithm

International Series in Operations Research and Management Science
2018 | Book chapter
EID:

2-s2.0-85037736291

Part of ISBN:

08848289

Contributors: Ludwig, S.A.; Picek, S.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

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

Genetic Programming and Evolvable Machines
2018 | Journal article
EID:

2-s2.0-85017126053

Part of ISBN:

13892576

Contributors: Ɖurasević, M.; Jakobović, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolutionary search of binary orthogonal arrays

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85053628057

Part of ISBN:

16113349 03029743

Contributors: Mariot, L.; Picek, S.; Jakobovic, D.; Leporati, A.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolving Bent Quaternary Functions

2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
2018 | Conference paper
EID:

2-s2.0-85056268894

Contributors: Picek, S.; Knezevic, K.; Mariot, L.; Jakobovic, D.; Leporati, A.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

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

Genetic Programming and Evolvable Machines
2018 | Journal article
EID:

2-s2.0-85029071697

Part of ISBN:

13892576

Contributors: Ɖurasević, M.; Jakobović, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolving priority rules for resource constrained project scheduling problem with genetic programming

Future Generation Computer Systems
2018 | Journal article
EID:

2-s2.0-85046169219

Part of ISBN:

0167739X

Contributors: Đumić, M.; Šišejković, D.; Čorić, R.; Jakobović, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Finding short and implementation-friendly addition chains with evolutionary algorithms

Journal of Heuristics
2018 | Journal article
EID:

2-s2.0-85021080589

Part of ISBN:

15729397 13811231

Contributors: Picek, S.; Coello, C.A.C.; Jakobovic, D.; Mentens, N.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

The design of (almost) disjunct matrices by evolutionary algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85058559614

Part of ISBN:

16113349 03029743

Contributors: Knezevic, K.; Picek, S.; Mariot, L.; Jakobovic, D.; Leporati, A.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Complexity comparison of integer programming and genetic algorithms for resource constrained scheduling problems

2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027721327

Contributors: Coric, R.; Dumic, M.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Cryptobench: Benchmarking evolutionary algorithms with cryptographic problems

GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion
2017 | Conference paper
EID:

2-s2.0-85026891560

Contributors: Picek, S.; Jakobovic, D.; O'Reilly, U.-M.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Design of S-boxes defined with cellular automata rules

ACM International Conference on Computing Frontiers 2017, CF 2017
2017 | Conference paper
EID:

2-s2.0-85027007490

Contributors: Picek, S.; Mariot, L.; Yang, B.; Jakobovic, D.; Mentens, N.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolutionary algorithms for the design of orthogonal Latin squares based on cellular automata

GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference
2017 | Conference paper
EID:

2-s2.0-85026428722

Contributors: Mariot, L.; Jakobovic, D.; Picek, S.; Leporati, A.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolving S-boxes based on cellular automata with genetic programming

GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion
2017 | Conference paper
EID:

2-s2.0-85044783136

Contributors: Picek, S.; Mariot, L.; Leporati, A.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Immunological algorithms paradigm for construction of Boolean functions with good cryptographic properties

Engineering Applications of Artificial Intelligence
2017 | Journal article
EID:

2-s2.0-85006886534

Part of ISBN:

09521976

Contributors: Picek, S.; Sisejkovic, D.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

On the evolution of bent (n, m) functions

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027843672

Contributors: Picek, S.; Knezevic, K.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Side-channel analysis and machine learning: A practical perspective

Proceedings of the International Joint Conference on Neural Networks
2017 | Conference paper
EID:

2-s2.0-85030759179

Contributors: Picek, S.; Heuser, A.; Jovic, A.; Ludwig, S.A.; Guilley, S.; Jakobovic, D.; Mentens, N.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Adaptive scheduling on unrelated machines with genetic programming

Applied Soft Computing Journal
2016 | Journal article
EID:

2-s2.0-84979895494

Part of ISBN:

15684946

Contributors: Đurasević, M.; Jakobović, D.; Knežević, K.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Comparison of solution representations for scheduling in the unrelated machines environment

2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings
2016 | Conference paper
EID:

2-s2.0-84983631386

Contributors: Durasevic, M.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Cryptographic Boolean functions: One output, many design criteria

Applied Soft Computing Journal
2016 | Journal article
EID:

2-s2.0-84953896436

Part of ISBN:

15684946

Contributors: Picek, S.; Jakobovic, D.; Miller, J.F.; Batina, L.; Cupic, M.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolutionary algorithms for boolean functions in diverse domains of cryptography

Evolutionary Computation
2016 | Journal article
EID:

2-s2.0-85002141900

Part of ISBN:

15309304 10636560

Contributors: Picek, S.; Carlet, C.; Guilley, S.; Miller, J.F.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolutionary algorithms for finding short addition chains: Going the distance

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84961285214

Part of ISBN:

16113349 03029743

Contributors: Picek, S.; Coello Coello, C.A.; Jakobovic, D.; Mentens, N.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolving algebraic constructions for designing bent boolean functions

GECCO 2016 - Proceedings of the 2016 Genetic and Evolutionary Computation Conference
2016 | Conference paper
EID:

2-s2.0-84985962922

Contributors: Picek, S.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolving cryptographic pseudorandom number generators

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84988515820

Part of ISBN:

16113349 03029743

Contributors: Picek, S.; Sisejkovic, D.; Rozic, V.; Yang, B.; Jakobovic, D.; Mentens, N.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Extreme pipelining towards the best area-performance trade-off in hardware

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84964053793

Part of ISBN:

16113349 03029743

Contributors: Picek, S.; Sisejkovic, D.; Jakobovic, D.; Batina, L.; Yang, B.; Sijacic, D.; Mentens, N.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Maximal nonlinearity in balanced boolean functions with even number of inputs, revisited

2016 IEEE Congress on Evolutionary Computation, CEC 2016
2016 | Conference paper
EID:

2-s2.0-85008244100

Contributors: Picek, S.; Santana, R.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Workforce scheduling in inbound customer call centres with a case study

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84961734082

Part of ISBN:

16113349 03029743

Contributors: Molnar, G.; Jakobović, D.; Pavelić, M.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Analyzing gene expression data: Fuzzy decision tree algorithm applied to the classification of cancer data

IEEE International Conference on Fuzzy Systems
2015 | Conference paper
EID:

2-s2.0-84975687583

Part of ISBN:

10987584

Contributors: Ludwig, S.A.; Jakobovic, D.; Picek, S.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Cartesian genetic programming approach for generating substitution boxes of different sizes

GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference
2015 | Conference paper
EID:

2-s2.0-84959418917

Contributors: Picek, S.; Miller, J.F.; Jakobovic, D.; Batina, L.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Correlation immunity of Boolean functions: An evolutionary algorithms perspective

GECCO 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference
2015 | Conference paper
EID:

2-s2.0-84951876147

Contributors: Picek, S.; Carlet, C.; Jakobovic, D.; Miller, J.F.; Batina, L.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolutionary approach for finding correlation immune boolean functions of order t with minimal hamming weight

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
EID:

2-s2.0-84951873988

Part of ISBN:

16113349 03029743

Contributors: Picek, S.; Guilley, S.; Carlet, C.; Jakobovic, D.; Miller, J.F.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Evolutionary methods for the construction of cryptographic Boolean functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
EID:

2-s2.0-84925046322

Part of ISBN:

16113349 03029743

Contributors: Picek, S.; Jakobovic, D.; Miller, J.F.; Marchiori, E.; Batina, L.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Fault injection with a new flavor: Memetic algorithms make a difference

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
EID:

2-s2.0-84947230368

Part of ISBN:

16113349 03029743

Contributors: Picek, S.; Batina, L.; Buzing, P.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Asynchronous and implicitly parallel evolutionary computation models

Soft Computing
2014 | Journal article
EID:

2-s2.0-84901014088

Part of ISBN:

14337479 14327643

Contributors: Jakobović, D.; Golub, M.; Čupić, M.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Benu: Operating system increments for embedded systems engineer's education

2014 Federated Conference on Computer Science and Information Systems, FedCSIS 2014
2014 | Conference paper
EID:

2-s2.0-84912081574

Contributors: Jelenković, L.; Jakobović, D.; Groš, S.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier

Combining evolutionary computation and algebraic constructions to find cryptography-relevant boolean functions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84921727246

Part of ISBN:

16113349 03029743

Contributors: Picek, S.; Marchiori, E.; Batina, L.; Jakobovic, D.
Source: Self-asserted source
Domagoj Jakobovic via Scopus - Elsevier
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Peer review (6 reviews for 2 publications/grants)

Review activity for Neural computing & applications. (5)
Review activity for Robotics and computer-integrated manufacturing. (1)