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TIT
2002
164views more  TIT 2002»
15 years 4 months ago
On the generalization of soft margin algorithms
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
John Shawe-Taylor, Nello Cristianini
MMAS
2012
Springer
13 years 12 months ago
Coupled Wideangle Wave Approximations
In this paper we analyze wave propagation in three-dimensional random media. We consider a source with limited spatial and temporal support that generates spherically diverging wav...
Josselin Garnier, Knut Sølna
VLDB
2007
ACM
225views Database» more  VLDB 2007»
16 years 4 months ago
An Approach to Optimize Data Processing in Business Processes
In order to optimize their revenues and profits, an increasing number of businesses organize their business activities in terms of business processes. Typically, they automate imp...
Marko Vrhovnik, Holger Schwarz, Oliver Suhre, Bern...
DSN
2004
IEEE
15 years 8 months ago
Experience with Evaluating Human-Assisted Recovery Processes
We describe an approach to quantitatively evaluating human-assisted failure-recovery tools and processes in the environment of modern Internet- and enterprise-class server systems...
Aaron B. Brown, Leonard Chung, William Kakes, Calv...
TSP
2011
90views more  TSP 2011»
14 years 11 months ago
Radar HRRP Statistical Recognition With Local Factor Analysis by Automatic Bayesian Ying-Yang Harmony Learning
—Radar high-resolution range profiles (HRRPs) are typical high-dimensional, non-Gaussian and interdimension dependently distributed data, the statistical modelling of which is a...
Lei Shi, Penghui Wang, Hongwei Liu, Lei Xu, Zheng ...