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ALT
2009
Springer
16 years 4 months ago
Agnostic Clustering
Motivated by the principle of agnostic learning, we present an extension of the model introduced by Balcan, Blum, and Gupta [3] on computing low-error clusterings. The extended mod...
Maria-Florina Balcan, Heiko Röglin, Shang-Hua...
JBI
2007
104views Bioinformatics» more  JBI 2007»
15 years 7 months ago
Anatomy of data integration
Producing reliable information is the ultimate goal of data processing. The ocean of data created with the advances of science and technologies calls for integration of data comin...
Olga Brazhnik, John F. Jones
CVPR
2008
IEEE
16 years 9 months ago
Exploiting side information in locality preserving projection
Even if the class label information is unknown, side information represents some equivalence constraints between pairs of patterns, indicating whether pairs originate from the sam...
Senjian An, Wanquan Liu, Svetha Venkatesh
CIKM
2009
Springer
16 years 2 months ago
An analysis of information diffusion in the blog world
In the blog world, bloggers produce information, establish relationships with other bloggers in order to exchange information, and form a blog network, an online social network. I...
Yong-Suk Kwon, Sang-Wook Kim, Sunju Park
RTSS
2003
IEEE
16 years 21 days ago
Addressing Timeliness/Accuracy/Cost Tradeoffs in Information Collection for Dynamic Environments
In this paper, we focus on addressing the tradeoffs between timeliness, accuracy and cost for applications requiring real-time information collection in distributed real-time envi...
Qi Han, Nalini Venkatasubramanian