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175
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NIPS
2008
15 years 8 months ago
Linear Classification and Selective Sampling Under Low Noise Conditions
We provide a new analysis of an efficient margin-based algorithm for selective sampling in classification problems. Using the so-called Tsybakov low noise condition to parametrize...
Giovanni Cavallanti, Nicolò Cesa-Bianchi, C...
184
Voted
SERVICES
2008
77views more  SERVICES 2008»
15 years 8 months ago
Dynamic Service Substitution in Service-Oriented Architectures
The problem we deal with in this paper is the dynamic substitution of stateful services that become unavailable during the execution of service orchestrations. Previous research e...
Manel Fredj, Nikolaos Georgantas, Valérie I...
181
Voted
SDM
2007
SIAM
73views Data Mining» more  SDM 2007»
15 years 8 months ago
Sketching Landscapes of Page Farms
The Web is a very large social network. It is important and interesting to understand the “ecology” of the Web: the general relations of Web pages to their environment. The un...
Bin Zhou 0002, Jian Pei
182
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AAAI
2004
15 years 8 months ago
Common Sense Data Acquisition for Indoor Mobile Robots
Common sense knowledge can be efficiently collected from non-experts over the web in a similar fashion to the Open Mind family of distributed knowledge capture projects. We descri...
Rakesh Gupta, Mykel J. Kochenderfer
165
Voted
AAAI
2006
15 years 8 months ago
A Compact Representation Scheme for Coalitional Games in Open Anonymous Environments
Coalition formation is an important capability of automated negotiation among self-interested agents. In order for coalitions to be stable, a key question that must be answered is...
Naoki Ohta, Atsushi Iwasaki, Makoto Yokoo, Kohki M...
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