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Biological and clinical data integration and its applications in healthcare
(Georgia Institute of Technology, 2014-08-21)
Answers to the most complex biological questions are rarely determined solely from the experimental evidence. It requires subsequent analysis of many data sources that are often heterogeneous. Most biological data repositories ...
Modern aspects of unsupervised learning
(Georgia Institute of Technology, 2014-06-23)
Unsupervised learning has become more and more important due to the recent explosion of data. Clustering, a key topic in unsupervised learning, is a well-studied task arising in many applications ranging from computer ...