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ICML
2006
IEEE
16 years 7 months ago
Agnostic active learning
We state and analyze the first active learning algorithm which works in the presence of arbitrary forms of noise. The algorithm, A2 (for Agnostic Active), relies only upon the ass...
Maria-Florina Balcan, Alina Beygelzimer, John Lang...
ICML
2005
IEEE
16 years 7 months ago
Core Vector Regression for very large regression problems
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
Ivor W. Tsang, James T. Kwok, Kimo T. Lai
SIGMOD
2004
ACM
124views Database» more  SIGMOD 2004»
16 years 7 months ago
BLAS: An Efficient XPath Processing System
We present BLAS , a Bi-LAbeling based System, for efficiently processing complex XPath queries over XML data. BLAS uses Plabeling to process queries involving consecutive child ax...
Yi Chen, Susan B. Davidson, Yifeng Zheng
ICSE
2007
IEEE-ACM
16 years 6 months ago
Engineering Medical Information Systems: Architecture, Data and Usability & Security
There has been increasing pressure on the health care sector to adopt information technologies to rationalize service delivery and increase service quality. Medical information sy...
Jens H. Weber-Jahnke, Morgan Price
ICAS
2008
IEEE
190views Robotics» more  ICAS 2008»
16 years 1 months ago
A Survey of Context Adaptation in Autonomic Computing
—Autonomic Computing (AC) is an emerging paradigm aiming at simplifying the administration of complex computer systems. Efforts required to deploy and maintain complex systems ar...
Cornel Klein, Reiner N. Schmid, Christian Leuxner,...