626 search results - page 28 / 126 » Machine Learning Techniques for Decision Support in Anesthes... |
184
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
We present an efficient "sparse sampling" technique for approximating Bayes optimal decision making in reinforcement learning, addressing the well known exploration vers...
143
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SIGSOFT
2010
ACM
15 years 4 months ago
2010
ACM
Executing critical systems often rely on humans to make important and sometimes life-critical decisions. As such systems become more complex, the potential for human error to lead...
170
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MLDM
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. A statistical technique is developed for estimating the support of itemsets on data streams, regardless of the size of the data stored. This technique, which is computati...
148
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SEMWEB
2004
Springer
15 years 11 months ago
2004
Springer
Researchers have recognized the need for more expressive descriptions of Web services. Most approaches have suggested using ontologies to either describe the Web services or to an...
158
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SDM
2009
SIAM
16 years 3 months ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...