1950 search results - page 178 / 390 » Informative sampling for large unbalanced data sets |
128
Voted
CIARP
2003
Springer
15 years 7 months ago
2003
Springer
Classification problems are traditionally focused on uniclass samples, that is, each sample of the training and test sets has one unique label, which is the target of the classific...
150
Voted
IVC
2002
15 years 3 months ago
2002
A system for the tracking and classification of livestock movements is presented. The combined `tracker-classifier' scheme is based on a variant of Isard and Blakes `Condensa...
145
Voted
SIGMOD
2010
ACM
14 years 10 months ago
2010
ACM
Scalable analysis on large data sets has been core to the functions of a number of teams at Facebook - both engineering and nonengineering. Apart from ad hoc analysis of data and ...
149
Voted
CORR
2011
Springer
14 years 10 months ago
2011
Springer
In this paper, we present the design of a scalable, distributed stream processing system for RFID tracking and monitoring. Since RFID data lacks containment and location informati...
129
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ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
Scale is often an issue with understanding and making sense of large social networks. Here we investigate methods for pruning social networks by determining the most relevant rela...