7530 search results - page 308 / 1506 » Machine learning in bioinformatics |
263
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PAKDD
2011
ACM
14 years 9 months ago
2011
ACM
A structural similarity kernel is presented in this paper for SVM learning, especially for learning with imbalanced datasets. Kernels in SVM are usually pairwise, comparing the sim...
230
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BMCBI
2007
15 years 6 months ago
2007
Motivation: With more and more research dedicated to literature mining in the biomedical domain, more and more systems are available for people to choose from when building litera...
156
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DNA
2005
Springer
16 years 6 days ago
2005
Springer
In the field of DNA computing, more and more efforts are made for constructing molecular machines made of DNA that work in vitro or in vivo. States of some of those machines are...
142
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ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
We present a general PAC-Bayes theorem from which all known PAC-Bayes risk bounds are obtained as particular cases. We also propose different learning algorithms for finding linea...
169
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
Predictive State Representations (PSRs) have shown a great deal of promise as an alternative to Markov models. However, learning a PSR from a single stream of data generated from ...