2503 search results - page 261 / 501 » New Algorithms for Statistical Analysis of Interval Data |
197
click to vote
NIPS
2003
15 years 6 months ago
2003
In this paper we introduce a new underlying probabilistic model for principal component analysis (PCA). Our formulation interprets PCA as a particular Gaussian process prior on a ...
156
click to vote
AINA
2006
IEEE
15 years 11 months ago
2006
IEEE
With the huge number of information sources available on the Internet, Peer-to-Peer (P2P) systems offer a novel kind of system architecture providing the large-scale community wit...
151
click to vote
SDM
2009
SIAM
16 years 2 months ago
2009
SIAM
We introduce FuncICA, a new independent component analysis method for pattern discovery in inherently functional data, such as time series data. FuncICA can be considered an analo...
158
click to vote
ACSW
2004
15 years 7 months ago
2004
A data stream is a continuous and high-speed flow of data items. High speed refers to the phenomenon that the data rate is high relative to the computational power. The increasing...
153
click to vote
KDD
2003
ACM
16 years 6 months ago
2003
ACM
In this paper we study the problem of constructing accurate decision tree models from data streams. Data streams are incremental tasks that require incremental, online, and any-ti...