Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Arash Heidari

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0001-9861-4075

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- Journal Article
- A1
- open access
Knee detection in bayesian multi-objective optimization using thompson sampling

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

(2025) IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. p.1-11
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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
- P1
- open access
Optimized data transmission for radar-based edge-cloud human activity recognition via quantization

Victor Tuytte, Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) 2024 21ST EUROPEAN RADAR CONFERENCE, EURAD 2024. p.145-148
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- P1
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Optimizing memory footprint for radar-based human activity recognition on resource-constrained devices

Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) 2024 21ST EUROPEAN RADAR CONFERENCE, EURAD 2024. p.141-144
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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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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
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- Journal Article
- A1
- open access
Surrogate-assisted evolutionary algorithm for the calibration of distributed hydrological models based on two-dimensional shallow water equations

Juan Fernando Farfán Durán, Arash Heidari (UGent) , Tom Dhaene (UGent) , Ivo Couckuyt (UGent) and Luis Cea

(2024) WATER. 16(5).
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Data-driven surrogate modeling for the flammability reduction system

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

(2024) AIAA SCITECH 2024 FORUM. p.1-11
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- Conference Paper
- C3
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Multi-objective optimization : which solution do you prefer?

Arash Heidari (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
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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