Joaquin Vanschoren
Eindhoven University of Technology(NL)
Publications by Year
Research Areas
Machine Learning and Data Classification, Data Stream Mining Techniques, Machine Learning and Algorithms, Domain Adaptation and Few-Shot Learning, Scientific Computing and Data Management
Most-Cited Works
- → Automated Machine Learning(2019)1,344 cited
- → OpenML(2014)1,076 cited
- → Meta-Learning(2019)302 cited
- → Advances and Challenges in Meta-Learning: A Technical Review(2024)224 cited
- → ASlib: A benchmark library for algorithm selection(2016)207 cited
- → Meta-Learning: A Survey(2018)197 cited
- → Effectiveness of Random Search in SVM hyper-parameter tuning(2015)135 cited
- → The online performance estimation framework: heterogeneous ensemble learning for data streams(2017)130 cited
- → Importance of Tuning Hyperparameters of Machine Learning Algorithms(2020)113 cited