Koen van der Blom

Orcid: 0000-0002-4653-0707

According to our database1, Koen van der Blom authored at least 15 papers between 2016 and 2024.

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Bibliography

2024
Software engineering practices for machine learning - Adoption, effects, and team assessment.
J. Syst. Softw., March, 2024

2023
Benchmarking.
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

Identifying Properties of Real-World Optimisation Problems Through a Questionnaire.
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

2022
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems.
IEEE Trans. Evol. Comput., 2022

Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis.
CoRR, 2022

PI is back! Switching Acquisition Functions in Bayesian Optimization.
CoRR, 2022

2021
Practices for Engineering Trustworthy Machine Learning Applications.
Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021

2020
Identifying Properties of Real-World Optimisation Problems through a Questionnaire.
CoRR, 2020

Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Adoption and Effects of Software Engineering Best Practices in Machine Learning.
Proceedings of the ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2020

2019
Analysing Optimisation Data for Multicriteria Building Spatial Design.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation.
Adv. Eng. Informatics, 2018

A new foraging-based algorithm for online scheduling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Configuring advanced evolutionary algorithms for multicriteria building spatial design optimisation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016


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