5463 search results - page 51 / 1093 » Evaluating algorithms that learn from data streams |
181
Voted
SIGMOD
2006
ACM
16 years 20 days ago
2006
ACM
We introduce a method to discover optimal local patterns, which concisely describe the main trends in a time series. Our approach examines the time series at multiple time scales ...
104
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ICIAP
2005
ACM
16 years 19 days ago
2005
ACM
In this paper, we propose a novel method which involves neural adaptive techniques for identifying salient features and for classifying high dimensionality data. In particular a ne...
104
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KDD
2006
ACM
16 years 28 days ago
2006
ACM
To learn concepts over massive data streams, it is essential to design inference and learning methods that operate in real time with limited memory. Online learning methods such a...
130
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BMCBI
2008
15 years 19 days ago
2008
Background: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods a...
114
Voted
DAWAK
2005
Springer
15 years 6 months ago
2005
Springer
Data mining and machine learning must confront the problem of pattern maintenance because data updating is a fundamental operation in data management. Most existing data-mining alg...