Koen van der Blom

18 papers A 3B 1C 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Software engineering practices for machine learning - Adoption, effects, and team assessment.
J. Syst. Softw.
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
2023 — ch.
Benchmarking.
Many-Criteria Optimization and Decision Analysis
Vanessa Volz, Dani Irawan, Koen van der Blom, Boris Naujoks
2023 — ch.
Identifying Properties of Real-World Optimisation Problems Through a Questionnaire.
Many-Criteria Optimization and Decision Analysis
Koen van der Blom, Timo M. Deist, Vanessa Volz, Mariapia Marchi, Yusuke Nojima, Boris Naujoks, Akira Oyama, Tea Tusar
2022 J jnl
PI is back! Switching Acquisition Functions in Bayesian Optimization.
CoRR
Carolin Benjamins, Elena Raponi, Anja Jankovic, Koen van der Blom, Maria Laura Santoni, Marius Lindauer, Carola Doerr
2022 J jnl
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems.
IEEE Trans. Evol. Comput.
Koen van der Blom, Holger H. Hoos, Chuan Luo, Jeroen G. Rook
2022 J jnl
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis.
CoRR
Carolin Benjamins, Anja Jankovic, Elena Raponi, Koen van der Blom, Marius Lindauer, Carola Doerr
2021 — conf
Practices for Engineering Trustworthy Machine Learning Applications.
WAIN@ICSE
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
2021 J jnl
Practices for Engineering Trustworthy Machine Learning Applications.
CoRR
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
2020 A conf
Adoption and Effects of Software Engineering Best Practices in Machine Learning.
ESEM
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
2020 J jnl
Adoption and Effects of Software Engineering Best Practices in Machine Learning.
CoRR
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
2020 J jnl
Identifying Properties of Real-World Optimisation Problems through a Questionnaire.
CoRR
Koen van der Blom, Timo M. Deist, Vanessa Volz, Mariapia Marchi, Yusuke Nojima, Boris Naujoks, Akira Oyama, Tea Tusar
2020 J jnl
Towards Realistic Optimization Benchmarks: A Questionnaire on the Properties of Real-World Problems.
CoRR
Koen van der Blom, Timo M. Deist, Tea Tusar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks
2020 — conf
Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems.
GECCO Companion
Koen van der Blom, Timo M. Deist, Tea Tusar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks
2019 C conf
Analysing Optimisation Data for Multicriteria Building Spatial Design.
EMO
Koen van der Blom, Sjonnie Boonstra, Hèrm Hofmeyer, Michael Emmerich
2018 A conf
A new foraging-based algorithm for online scheduling.
GECCO
Koen van der Blom, Thomas Bäck
2018 J jnl
Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation.
Adv. Eng. Informatics
Sjonnie Boonstra, Koen van der Blom, Hèrm Hofmeyer, Michael T. M. Emmerich, Jos van Schijndel, Pieter de Wilde
2017 B conf
Configuring advanced evolutionary algorithms for multicriteria building spatial design optimisation.
CEC
Koen van der Blom, Sjonnie Boonstra, Hèrm Hofmeyer, Thomas Bäck, Michael T. M. Emmerich
2016 A conf
Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms.
PPSN
Koen van der Blom, Sjonnie Boonstra, Hèrm Hofmeyer, Michael T. M. Emmerich