1863 search results - page 257 / 373 » A supervised learning approach for imbalanced data sets |
202
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UIC
2009
Springer
16 years 26 days ago
2009
Springer
Abstract. In the last years, techniques for activity recognition have attracted increasing attention. Among many applications, a special interest is in the pervasive e-Health domai...
228
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JMLR
2010
15 years 1 months ago
2010
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
192
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MMM
2007
Springer
16 years 16 days ago
2007
Springer
Abstract. This paper presents an efficient learning scheme for automatic annotation of video shot size. Instead of existing methods that applied in sports videos using domain knowl...
149
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ALT
2010
Springer
15 years 7 months ago
2010
Springer
Many algorithms for grammatical inference can be viewed as instances of a more general algorithm which maintains a set of primitive elements, which distributionally define sets of ...
163
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RAID
2005
Springer
15 years 11 months ago
2005
Springer
Intrusion detection systems are fundamentally passive and fail–open. Because their primary task is classification, they do nothing to prevent an attack from succeeding. An intru...