论文信息 - Tutorial #2

Tutorial #2

Provides an abstract for each of the presentations and a brief professional biography of each presenter. The complete presentations were not made available for publication as part of the conference proceedings.

Bogi Witjaksono

[1] Yanli Wang,et al. PubChem: Integrated Platform of Small Molecules and Biological Activities , 2008 .

[2] Jürgen Bajorath,et al. Exploring Compound Promiscuity Patterns and Multi-Target Activity Spaces , 2014, Computational and structural biotechnology journal.

[3] Rafael C. González,et al. Digital image processing using MATLAB , 2006 .

[4] Massimiliano Pontil,et al. Multi-Task Feature Learning , 2006, NIPS.

[5] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .

[6] Alexander Tropsha,et al. Best Practices for QSAR Model Development, Validation, and Exploitation , 2010, Molecular informatics.

[7] John P. Overington,et al. ChEMBL: a large-scale bioactivity database for drug discovery , 2011, Nucleic Acids Res..

[8] Rich Caruana,et al. Multitask Learning , 1997, Machine Learning.

[9] Igor V. Tetko,et al. Inductive Transfer of Knowledge: Application of Multi-Task Learning and Feature Net Approaches to Model Tissue-Air Partition Coefficients , 2009, J. Chem. Inf. Model..