1950 search results - page 174 / 390 » Informative sampling for large unbalanced data sets |
155
Voted
PAMI
2006
15 years 3 months ago
2006
Detecting people in images is key for several important application domains in computer vision. This paper presents an in-depth experimental study on pedestrian classification; mul...
140
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AVI
2006
15 years 5 months ago
2006
Companies trading stocks need to store information on stock prices over specific time intervals, which results in very large databases. Large quantities of numerical data (thousan...
114
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ISMIS
2005
Springer
15 years 9 months ago
2005
Springer
With the rapid advancement of information technology, scalability has become a necessity for learning algorithms to deal with large, real-world data repositories. In this paper, sc...
113
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KDD
2002
ACM
16 years 4 months ago
2002
ACM
Large 0-1 datasets arise in various applications, such as market basket analysis and information retrieval. We concentrate on the study of topic models, aiming at results which in...
116
Voted
ICDM
2003
IEEE
15 years 9 months ago
2003
IEEE
The scalability problem in data mining involves the development of methods for handling large databases with limited computational resources. In this paper, we present a two-phase...