296 search results - page 6 / 60 » On demand classification of data streams |
ICONIP
2009
13 years 7 months ago
2009
In contrast to traditional machine learning algorithms, where all data are available in batch mode, the new paradigm of streaming data poses additional difficulties, since data sam...
IDA
2002
Springer
13 years 9 months ago
2002
Springer
Most classification methods are based on the assumption that the data conforms to a stationary distribution. However, the real-world data is usually collected over certain periods...
KDD
2007
ACM
14 years 10 months ago
2007
ACM
In recent years, the proliferation of VOIP data has created a number of applications in which it is desirable to perform quick online classification and recognition of massive voi...
ICTAI
2008
IEEE
14 years 4 months ago
2008
IEEE
The last decade has seen a huge interest in classification of time series. Most of this work assumes that the data resides in main memory and is processed offline. However, recent...
KDD
2001
ACM
14 years 10 months ago
2001
ACM