1. David Berthelot , Nicholas Carlini , Ian Goodfellow , Nicolas Papernot , Avital Oliver , and Colin Raffel . 2019 . Mixmatch: A holistic approach to semi-supervised learning. arXiv preprint arXiv:1905.02249 (2019). David Berthelot, Nicholas Carlini, Ian Goodfellow, Nicolas Papernot, Avital Oliver, and Colin Raffel. 2019. Mixmatch: A holistic approach to semi-supervised learning. arXiv preprint arXiv:1905.02249 (2019).
2. Karsten M Borgwardt and Hans-Peter Kriegel. 2005. Shortest-path kernels on graphs. In ICDM. Karsten M Borgwardt and Hans-Peter Kriegel. 2005. Shortest-path kernels on graphs. In ICDM.
3. SMOTE: Synthetic Minority Over-sampling Technique
4. Nitesh V Chawla , Nathalie Japkowicz , and Aleksander Kotcz . 2004 . Special issue on learning from imbalanced data sets . SIGKDD Explorations , Vol. 6 , 1 (2004). Nitesh V Chawla, Nathalie Japkowicz, and Aleksander Kotcz. 2004. Special issue on learning from imbalanced data sets. SIGKDD Explorations, Vol. 6, 1 (2004).
5. Structure-activity relationship of mutagenic aromatic and heteroaromatic nitro compounds. Correlation with molecular orbital energies and hydrophobicity