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Koen van der Blom
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Journal Articles
- 2024
- [j3]Alex Serban, Koen van der Blom
, Holger H. Hoos, Joost Visser
:
Software engineering practices for machine learning - Adoption, effects, and team assessment. J. Syst. Softw. 209: 111907 (2024) - 2022
- [j2]Koen van der Blom
, Holger H. Hoos, Chuan Luo
, Jeroen G. Rook
:
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems. IEEE Trans. Evol. Comput. 26(6): 1351-1364 (2022) - 2018
- [j1]Sjonnie Boonstra, Koen van der Blom
, Hèrm Hofmeyer, Michael T. M. Emmerich
, Jos van Schijndel, Pieter de Wilde
:
Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation. Adv. Eng. Informatics 36: 86-100 (2018)
Conference and Workshop Papers
- 2021
- [c7]Alex Serban, Koen van der Blom
, Holger H. Hoos, Joost Visser
:
Practices for Engineering Trustworthy Machine Learning Applications. WAIN@ICSE 2021: 97-100 - 2020
- [c6]Alex Serban, Koen van der Blom
, Holger H. Hoos, Joost Visser
:
Adoption and Effects of Software Engineering Best Practices in Machine Learning. ESEM 2020: 3:1-3:12 - [c5]Koen van der Blom
, Timo M. Deist, Tea Tusar
, Mariapia Marchi, Yusuke Nojima
, Akira Oyama, Vanessa Volz, Boris Naujoks
:
Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems. GECCO Companion 2020: 293-294 - 2019
- [c4]Koen van der Blom
, Sjonnie Boonstra
, Hèrm Hofmeyer, Michael Emmerich
:
Analysing Optimisation Data for Multicriteria Building Spatial Design. EMO 2019: 671-682 - 2018
- [c3]Koen van der Blom
, Thomas Bäck
:
A new foraging-based algorithm for online scheduling. GECCO 2018: 53-60 - 2017
- [c2]Koen van der Blom
, Sjonnie Boonstra, Hèrm Hofmeyer, Thomas Bäck
, Michael T. M. Emmerich
:
Configuring advanced evolutionary algorithms for multicriteria building spatial design optimisation. CEC 2017: 1803-1810 - 2016
- [c1]Koen van der Blom
, Sjonnie Boonstra, Hèrm Hofmeyer, Michael T. M. Emmerich
:
Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms. PPSN 2016: 453-462
Parts in Books or Collections
- 2023
- [p2]Koen van der Blom
, Timo M. Deist, Vanessa Volz, Mariapia Marchi, Yusuke Nojima, Boris Naujoks, Akira Oyama, Tea Tusar:
Identifying Properties of Real-World Optimisation Problems Through a Questionnaire. Many-Criteria Optimization and Decision Analysis 2023: 59-80 - [p1]Vanessa Volz, Dani Irawan, Koen van der Blom
, Boris Naujoks:
Benchmarking. Many-Criteria Optimization and Decision Analysis 2023: 149-179
Informal and Other Publications
- 2022
- [i6]Carolin Benjamins, Elena Raponi, Anja Jankovic, Koen van der Blom
, Maria Laura Santoni, Marius Lindauer
, Carola Doerr:
PI is back! Switching Acquisition Functions in Bayesian Optimization. CoRR abs/2211.01455 (2022) - [i5]Carolin Benjamins, Anja Jankovic, Elena Raponi, Koen van der Blom
, Marius Lindauer, Carola Doerr:
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis. CoRR abs/2211.09678 (2022) - 2021
- [i4]Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser:
Practices for Engineering Trustworthy Machine Learning Applications. CoRR abs/2103.00964 (2021) - 2020
- [i3]Koen van der Blom, Timo M. Deist, Tea Tusar
, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks:
Towards Realistic Optimization Benchmarks: A Questionnaire on the Properties of Real-World Problems. CoRR abs/2004.06395 (2020) - [i2]Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser:
Adoption and Effects of Software Engineering Best Practices in Machine Learning. CoRR abs/2007.14130 (2020) - [i1]Koen van der Blom, Timo M. Deist, Vanessa Volz, Mariapia Marchi, Yusuke Nojima, Boris Naujoks, Akira Oyama, Tea Tusar
:
Identifying Properties of Real-World Optimisation Problems through a Questionnaire. CoRR abs/2011.05547 (2020)
Coauthor Index
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