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MA
2010
Springer
150views Communications» more  MA 2010»
13 years 2 months ago
Cokriging for spatial functional data
This work proposes to generalize the method of cokriging when data are spatially sampled curves. A spatial functional linear model is constructed including spatial dependencies be...
David Nerini, Pascal Monestiez, Claude Manté...
ML
2002
ACM
129views Machine Learning» more  ML 2002»
13 years 7 months ago
Model Selection for Small Sample Regression
Model selection is an important ingredient of many machine learning algorithms, in particular when the sample size in small, in order to strike the right trade-off between overfitt...
Olivier Chapelle, Vladimir Vapnik, Yoshua Bengio
SIGMETRICS
2011
ACM
191views Hardware» more  SIGMETRICS 2011»
12 years 10 months ago
Stability analysis of QCN: the averaging principle
Data Center Networks have recently caused much excitement in the industry and in the research community. They represent the convergence of networking, storage, computing and virtu...
Mohammad Alizadeh, Abdul Kabbani, Berk Atikoglu, B...
CDC
2008
IEEE
109views Control Systems» more  CDC 2008»
14 years 2 months ago
Fast computation of frequency response functions for a class of nonlinear systems
— One of the important and efficient tools in system analysis is the analysis of responses to harmonic excitations. For linear systems the information on such responses is conta...
Alexey V. Pavlov, Nathan van de Wouw
ICDAR
2007
IEEE
14 years 2 months ago
Extraction of Vectorized Graphical Information from Scientific Chart Images
Graphical components information extraction is a crucial step in the chart recognition and understanding process. However, existing methods of information extraction from chart im...
Weihua Huang, Ruizhe Liu, Chew Lim Tan