Research Explorer

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Researcher

Arash Heidari

Awards & Distinctions

10 Results

2025

Data-efficient interactive multi-objective optimization using ParEGO

Arash HeidariSebastian Rojas GonzalezTom DhaeneIvo Couckuyt

Knee detection in bayesian multi-objective optimization using thompson sampling

Arash HeidariJixiang QingSebastian Rojas GonzalezJuergen BrankeTom DhaeneIvo Couckuyt

A1 Journal Article in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

2024

Data-driven surrogate modeling for the flammability reduction system

Arash HeidariLorin Werthen-BrabantsTom DhaeneIvo CouckuytC. OnurP. Van GilsI. Jojic

Lower confidence bound for preference selection in interactive multi-objective optimization

Arash HeidariSebastian Rojas GonzalezTom DhaeneIvo Couckuyt

Optimized data transmission for radar-based edge-cloud human activity recognition via quantization

Victor TuytteArash HeidariLorin Werthen-BrabantsTom DhaeneIvo Couckuyt

Optimizing memory footprint for radar-based human activity recognition on resource-constrained devices

Arash HeidariLorin Werthen-BrabantsTom DhaeneIvo Couckuyt

Surrogate-assisted evolutionary algorithm for the calibration of distributed hydrological models based on two-dimensional shallow water equations

Juan Fernando Farfán DuránArash HeidariTom DhaeneIvo CouckuytLuis Cea

A1 Journal Article in WATER

Towards trustworthy neural networks for certification by analysis : fuel tank flammability reduction system

P. Van GilsC. OnurI. JojicArash HeidariSebastian Rojas GonzalezLorin Werthen-BrabantsIvo Couckuyt

2022

Finding knees in Bayesian multi-objective optimization

Arash HeidariJixiang QingSebastian Rojas GonzalezJürgen BrankeTom DhaeneIvo Couckuyt

Multi-objective optimization : which solution do you prefer?

Arash HeidariTom DhaeneIvo Couckuyt