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Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Trees (mathematics) Engineering & Materials Science
Pipelines Engineering & Materials Science
Learning systems Engineering & Materials Science
Genetic programming Engineering & Materials Science
Evolutionary algorithms Engineering & Materials Science

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Research Output 2017 2019

  • 1 Conference contribution
  • 1 Article

GAMA: genetic automated machine learning assistant

Gijsbers, P. & Vanschoren, J., 30 Jan 2019, In : Journal of Open Source Software. 4, 33, 2 p., 1132

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Learning systems
Genetic programming
Learning algorithms

Layered TPOT : speeding up tree-based pipeline optimization

Gijsbers, P., Vanschoren, J. & Olson, R., 22 Sep 2017, Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms (AutoML 2017), 10 August 2017, Sydney, Australia: Collocated with ECMLPKDD 2017. Brazdil, P., Vanschoren, J., Hutter, F. & Hoos, H. (eds.). CEUR-WS.org, p. 49-68 20 p. (CEUR Workshop Proceedings; vol. 1998)

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
Trees (mathematics)
Learning systems
Genetic programming
Evolutionary algorithms

Student theses

Automatic construction of machine learning pipelines

Author: Gijsbers, P., 30 Oct 2017

Supervisor: Vanschoren, J. (Supervisor 1), Pechenizkiy, M. (Supervisor 2) & Buchin, K. (Supervisor 2)

Student thesis: Master