Concepedia

Joaquin Vanschoren

JV

53

Publications

3.6K

Citations

29

H-Index

2009

Active since

Affiliations

Eindhoven University of Technology(Current)

Leiden University

Universidade de São Paulo

Ludwig-Maximilians-Universität München

Universidade Estadual Paulista (Unesp)

Joaquin Vanschoren is an author at Eindhoven University of Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningKnowledge DiscoveryPredictive AnalyticsArtificial IntelligenceManagementPattern Recognition

Publications per year

2009–2024

53

Publications

53

OpenML

Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl · ACM SIGKDD Explorations Newsletter · 2014 · 1.1K citations · Full text

Computational Social Science, Engineering, Data Science +13

ASlib: A benchmark library for algorithm selection

Bernd Bischl, Pascal Kerschke, Lars Kotthoff et al. · Artificial Intelligence · 2016 · 207 citations

Engineering, Benchmark Library, Algorithmic Library +8

Meta-Learning: A Survey

Joaquin Vanschoren · TU/e Research Portal · 2018 · 197 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Effectiveness of Random Search in SVM hyper-parameter tuning

Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren et al. · 2015 · 133 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

The online performance estimation framework: heterogeneous ensemble learning for data streams

Jan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer et al. · Machine Learning · 2017 · 130 citations · Full text

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