3050 search results - page 427 / 610 » On-line Algorithms in Machine Learning |
153
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ECML
2007
Springer
15 years 11 months ago
2007
Springer
The stability of sample based algorithms is a concept commonly used for parameter tuning and validity assessment. In this paper we focus on two well studied algorithms, LSI and PCA...
156
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ICMCS
2006
IEEE
15 years 11 months ago
2006
IEEE
Wearable physiological sensors can provide a faithful record of a patient’s physiological states without constant attention of caregivers. A computer program that can infer huma...
159
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SAC
2006
ACM
15 years 10 months ago
2006
ACM
In this paper we propose PARTfs which adopts a supervised machine learning algorithm, namely partial decision trees, as a method for feature subset selection. In particular, it is...
140
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MINENET
2005
ACM
15 years 10 months ago
2005
ACM
An accurate mapping of traffic to applications is important for a broad range of network management and measurement tasks. Internet applications have traditionally been identifi...
129
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ICML
2004
IEEE
15 years 10 months ago
2004
IEEE
We consider the problem of eliminating redundant Boolean features for a given data set, where a feature is redundant if it separates the classes less well than another feature or ...