263 search results - page 51 / 53 » Machine Learning, Neural and Statistical Classification |
BMCBI
2006
14 years 9 months ago
2006
Background: The structure of proteins may change as a result of the inherent flexibility of some protein regions. We develop and explore probabilistic machine learning methods for...
DL
1998
Springer
15 years 1 months ago
1998
Springer
The recent explosion of on-line information in Digital Libraries and on the World Wide Web has given rise to a number of query-based search engines and manually constructed topica...
TREC
2004
14 years 11 months ago
2004
We approached the problem of classifying papers for the TREC 2004 Genomics Track triage task as a four step process: feature generation, feature selection, classifier training, an...
ICPR
2000
IEEE
15 years 10 months ago
2000
IEEE
An important theoretical tool in machine learning is the bias/variance decomposition of the generalization error. It was introduced for the mean square error in [3]. The bias/vari...
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MSR
2006
ACM
15 years 3 months ago
2006
ACM
With the advent of open source software repositories the data available for defect prediction in source files increased tremendously. Although traditional statistics turned out t...