206 search results - page 1 / 42 » Machine Learning in Genomic Medicine: A Review of Computatio... |
JBI
2007
13 years 4 months ago
2007
Genomic medicine aims to revolutionize health care by applying our growing understanding of the molecular basis of disease. Research in this arena is data intensive, which means d...
PREMI
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. Technological advances in experimental and computational molecular biology have revolutionized the whole fields of biology and medicine. Large-scale sequencing, expressio...
ICAC
2005
IEEE
13 years 10 months ago
2005
IEEE
Motivated by the real-world application of categorizing system log messages into defined situation categories, this paper describes an interactive text categorization method, PICC...
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
This paper has no novel learning or statistics: it is concerned with making a wide class of preexisting statistics and learning algorithms computationally tractable when faced wit...
NCA
2007
IEEE
13 years 4 months ago
2007
IEEE
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...