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Koen van der Blom
Koen van der Blom
Postdoc, LIP6, Sorbonne Université
Geverifieerd e-mailadres voor sorbonne-universite.fr - Homepage
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Adoption and effects of software engineering best practices in machine learning
A Serban, K van der Blom, H Hoos, J Visser
Proceedings of the 14th ACM/IEEE International Symposium on Empirical …, 2020
882020
Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation
S Boonstra, K van der Blom, H Hofmeyer, M Emmerich, J van Schijndel, ...
Advanced Engineering Informatics 36, 86-100, 2018
252018
Conceptual structural system layouts via design response grammars and evolutionary algorithms
S Boonstra, K van der Blom, H Hofmeyer, MTM Emmerich
Automation in Construction 116, 103009, 2020
182020
Configuring advanced evolutionary algorithms for multicriteria building spatial design optimisation
K van der Blom, S Boonstra, H Hofmeyer, T Bäck, MTM Emmerich
2017 IEEE Congress on Evolutionary Computation (CEC), 1803-1810, 2017
152017
Practices for engineering trustworthy machine learning applications
A Serban, K van der Blom, H Hoos, J Visser
2021 IEEE/ACM 1st Workshop on AI engineering-software engineering for AI …, 2021
142021
Multicriteria building spatial design with mixed integer evolutionary algorithms
K van der Blom, S Boonstra, H Hofmeyer, M Emmerich
International Conference on Parallel Problem Solving from Nature, 453-462, 2016
142016
Super-structure and super-structure free design search space representations for a building spatial design in multi-disciplinary building optimisation
S Boonstra, K van der Blom, H Hofmeyer, R Amor, MTM Emmerich
23rd International Workshop of the European Group for Intelligent Computing …, 2016
132016
Hybridization of an evolutionary algorithm and simulations of co-evolutionary design processes for early-stage building spatial design optimization
S Boonstra, K van der Blom, H Hofmeyer, MTM Emmerich
Automation in Construction 124, 103522, 2021
122021
A super-structure based optimisation approach for building spatial designs
K van der Blom, S Boonstra, H Hofmeyer, MTM Emmerich
VII European Congress on Computational Methods in Applied Sciences and …, 2016
122016
AutoML Adoption in ML Software
K van der Blom, A Serban, H Hoos, J Visser
8th ICML Workshop on Automated Machine Learning (AutoML), 2021
8*2021
Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems
K van der Blom, TM Deist, T Tušar, M Marchi, Y Nojima, A Oyama, V Volz, ...
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
82020
Combined super-structured and super-structure free optimisation of building spatial designs
S Boonstra, K van der Blom, H Hofmeyer, MTM Emmerich
24rd International Workshop of the European Group for Intelligent Computing …, 2017
72017
Identifying properties of real-world optimisation problems through a questionnaire
K van der Blom, TM Deist, V Volz, M Marchi, Y Nojima, B Naujoks, ...
arXiv preprint arXiv:2011.05547, 2020
62020
Towards single-and multiobjective Bayesian global optimization for mixed integer problems
K Yang, K van der Blom, T Bäck, M Emmerich
AIP Conference Proceedings 2070 (1), 020044, 2019
62019
Coupling between a building spatial design optimisation toolbox and BouwConnect BIM
S Boonstra, K van der Blom, H Hofmeyer, J van den Buijs, MTM Emmerich
Advances in Informatics and Computing in Civil and Construction Engineering …, 2019
62019
Evaluating Memetic Building Spatial Design Optimisation Using Hypervolume Indicator Gradient Ascent
K van der Blom, S Boonstra, H Wang, H Hofmeyer, MTM Emmerich
Numerical and Evolutionary Optimization, 62-86, 2018
52018
Sparkle: Towards Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems
K van der Blom, HH Hoos, C Luo, JG Rook
IEEE Transactions on Evolutionary Computation, 2022
32022
Sparkle: Towards Automated Algorithm Configuration for Everyone
K van der Blom, C Luo, HH Hoos
COSEAL Workshop 2019, 2019
32019
Towards multi-objective mixed integer evolution strategies
K van der Blom, K Yang, T Bäck, M Emmerich
AIP Conference Proceedings 2070 (1), 020046, 2019
32019
Analysing Optimisation Data for Multicriteria Building Spatial Design
K van der Blom, S Boonstra, H Hofmeyer, MTM Emmerich
10th International Conference on Evolutionary Multi-Criterion Optimization …, 2019
32019
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Artikelen 1–20