Knowledge Discovery in Academic Drug Discovery Programs: Opportunities and Challenges

摘要

In United State several universities and research institutes including the national health institute (NIH) recently started programs aiming for drug discovery. With the initiatives, huge volumes of data have been collected and shared with public free of charge. Those initiatives provide an unprecedented opportunity for data miner and machine learner to study knowledge discovery problems associated with drug design. In this tutorial, the presenter will review the knowledge discovery and management needs in the drug discovery process. Latest methodology development, primarily those from data mining, machine learning, and statistical learning will be discussed.