3641 search results - page 438 / 729 » On Computability of Pattern Recognition Problems |
162
Voted
Publication
One of the principal bottlenecks in applying learning techniques to classification problems is the large amount of labeled training data required. Especially for images and video, ...
143
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CVPR
2008
IEEE
16 years 6 months ago
2008
IEEE
In this paper, we present a novel on-line probabilistic generative model that simultaneously deals with both the clustering and the tracking of an unknown number of moving objects...
146
Voted
DSN
2009
IEEE
15 years 11 months ago
2009
IEEE
Log preprocessing, a process applied on the raw log before applying a predictive method, is of paramount importance to failure prediction and diagnosis. While existing filtering ...
144
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ICDT
2007
ACM
15 years 10 months ago
2007
ACM
We consider the problem of querying data sources that have limited capabilities and can thus only be accessed by complying with certain binding patterns for their attributes. This ...
157
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EMMCVPR
2005
Springer
15 years 10 months ago
2005
Springer
This paper addresses the problem of efficient information theoretic, non-parametric data clustering. We develop a procedure for adapting the cluster memberships of the data pattern...