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JMLR
2008
131views more  JMLR 2008»
15 years 6 months ago
On Relevant Dimensions in Kernel Feature Spaces
We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...
Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert M...
KDD
2004
ACM
210views Data Mining» more  KDD 2004»
16 years 6 months ago
Visually mining and monitoring massive time series
Moments before the launch of every space vehicle, engineering discipline specialists must make a critical go/no-go decision. The cost of a false positive, allowing a launch in spi...
Jessica Lin, Eamonn J. Keogh, Stefano Lonardi, Jef...
APSCC
2010
IEEE
15 years 4 months ago
On Evaluating and Publishing Data Concerns for Data as a Service
Abstract--The proliferation of Data as a Service (DaaS) available on the Internet and offered by cloud service providers indicates an increasing trend in providing data under Web s...
Hong Linh Truong, Schahram Dustdar
ICDCS
2005
IEEE
15 years 12 months ago
Optimal Component Composition for Scalable Stream Processing
Stream processing has become increasingly important with emergence of stream applications such as audio/video surveillance, stock price tracing, and sensor data analysis. A challe...
Xiaohui Gu, Philip S. Yu, Klara Nahrstedt
INFOCOM
2010
IEEE
15 years 4 months ago
A Node-failure-resilient Anonymous Communication Protocol through Commutative Path Hopping
Abstract—With rising concerns on user privacy over the Internet, anonymous communication systems that hide the identity of a participant from its partner or third parties are hig...
Fengjun Li, Bo Luo, Peng Liu, Chao-Hsien Chu