Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Sebastian Rojas Gonzalez

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0002-5145-872X

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- Journal Article
- A1
- open access
Knee detection in Bayesian multiobjective optimization using Thompson sampling

Arash Heidari (UGent) , Jixiang Qing, Sebastian Rojas Gonzalez (UGent) , Juergen Branke, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 29(5). p.1903-1912
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- Conference Paper
- C1
- open access
Targeting evaluation, computation and interaction costs in expensive black-box multi-objective optimization

Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) and Ivo Couckuyt (UGent)

(2025) GECCO '25 Companion : Proceedings of the Genetic and Evolutionary Computation Conference Companion. p.363-366
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- Miscellaneous
- open access
Towards trustworthy surrogate models for augmenting certification : fuel tank flammability reduction system

Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Sebastian Rojas Gonzalez (UGent) , Ivo Couckuyt (UGent) , Onur Can Gülenç, Pieter Van Gils and Ivana Jojic

(2025) JOURNAL OF AEROSPACE INFORMATION SYSTEMS. 22(9). p.800-803
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- Journal Article
- A1
- open access
Trade-offs in Bayesian active learning for feasible region identification

Ioana Nikova (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) JOURNAL OF INTELLIGENT MANUFACTURING.
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- Journal Article
- A1
- open access
Bi-objective ranking and selection using stochastic kriging

Sebastian Rojas Gonzalez (UGent) , Juergen Branke and Inneke Van Nieuwenhuyse

(2025) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 322(2). p.599-614
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- Journal Article
- A1
- open access
Knee detection in bayesian multi-objective optimization using thompson sampling

Arash Heidari (UGent) , Jixiang Qing, Sebastian Rojas Gonzalez (UGent) , Juergen Branke, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 29(5). p.1903-1912
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- Conference Paper
- P1
- open access
Knowledge gradient for multi-objective Bayesian optimization with decoupled evaluations

Jack M. Buckingham, Sebastian Rojas Gonzalez (UGent) and Juergen Branke

(2025) EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, EMO 2025, PT II. In Lecture Notes in Computer Science 15513. p.117-132
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Data-efficient interactive multi-objective optimization using ParEGO

Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT III. In Communications in Computer and Information Science 2135. p.519-526
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- Conference Paper
- C3
- open access
Towards trustworthy neural networks for certification by analysis : fuel tank flammability reduction system

P. Van Gils, C. Onur, I. Jojic, Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) , Lorin Werthen-Brabants (UGent) and Ivo Couckuyt (UGent)

(2024) FrontUQ 2024, Workshop on Frontiers of Uncertainty Quantification 2024, Abstracts.
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- Conference Paper
- P1
- open access
Lower confidence bound for preference selection in interactive multi-objective optimization

Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) PROCEEDINGS OF THE 2024 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2024 COMPANION. p.339-342

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