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

Add to list
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 : international workshops of ECML PKDD 2023 : revised selected papers, part III. In Communications in computer and information science p.519-526
Add to list
- 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.
Add to list
- Conference Paper
- C1
- 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) GECCO '24 Companion : proceedings of the Genetic and Evolutionary Computation Conference Companion. p.339-342
Add to list
- Journal Article
- A1
- open access
Bayesian multi-objective optimization of process design parameters in constrained settings with noise : an engineering design application

Alejandro Morales Hernández, Sebastian Rojas Gonzalez (UGent) , Inneke Van Nieuwenhuyse, Ivo Couckuyt (UGent) , Jeroen Jordens, Maarten Witters and Bart Van Doninck

(2024) ENGINEERING WITH COMPUTERS. 40(4). p.2497-2511
Add to list
Bayesian optimization : tutorial

Ivo Couckuyt (UGent) , Sebastian Rojas Gonzalez (UGent) and Juergen Branke

(2022) GECCO '22 : proceedings of the Genetic and Evolutionary Computation Conference Companion. p.844-863
Add to list
Finding knees in Bayesian multi-objective optimization

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

(2022) PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XVII, PPSN 2022, PT I. In Lecture notes in computer science 13398. p.104-117