Pre-Processing Structured Data for Standard Machine Learning Algorithms by Supervised Graph Propositionalization - A Case Study with Medicinal Chemistry Datasets

Thashmee Karunaratne, Henrik Boström, Ulf Norinder. Pre-Processing Structured Data for Standard Machine Learning Algorithms by Supervised Graph Propositionalization - A Case Study with Medicinal Chemistry Datasets. In Sorin Draghici, Taghi M. Khoshgoftaar, Vasile Palade, Witold Pedrycz, M. Arif Wani, Xingquan Zhu, editors, The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010. pages 828-833, IEEE Computer Society, 2010. [doi]

@inproceedings{KarunaratneBN10,
  title = {Pre-Processing Structured Data for Standard Machine Learning Algorithms by Supervised Graph Propositionalization - A Case Study with Medicinal Chemistry Datasets},
  author = {Thashmee Karunaratne and Henrik Boström and Ulf Norinder},
  year = {2010},
  doi = {10.1109/ICMLA.2010.128},
  url = {http://dx.doi.org/10.1109/ICMLA.2010.128},
  tags = {case study, machine learning, graph-rewriting, rewriting},
  researchr = {https://researchr.org/publication/KarunaratneBN10},
  cites = {0},
  citedby = {0},
  pages = {828-833},
  booktitle = {The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010},
  editor = {Sorin Draghici and Taghi M. Khoshgoftaar and Vasile Palade and Witold Pedrycz and M. Arif Wani and Xingquan Zhu},
  publisher = {IEEE Computer Society},
  isbn = {978-0-7695-4300-0},
}