SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms

Mohamed Maher, Sherif Sakr. SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms. In Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi, editors, Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. pages 554-557, OpenProceedings.org, 2019. [doi]

@inproceedings{MaherS19,
  title = {SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms},
  author = {Mohamed Maher and Sherif Sakr},
  year = {2019},
  doi = {10.5441/002/edbt.2019.54},
  url = {https://doi.org/10.5441/002/edbt.2019.54},
  researchr = {https://researchr.org/publication/MaherS19},
  cites = {0},
  citedby = {0},
  pages = {554-557},
  booktitle = {Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019},
  editor = {Melanie Herschel and Helena Galhardas and Berthold Reinwald and Irini Fundulaki and Carsten Binnig and Zoi Kaoudi},
  publisher = {OpenProceedings.org},
  isbn = {978-3-89318-081-3},
}