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JMLR
2010
110views more  JMLR 2010»
13 years 2 months ago
Nonlinear functional regression: a functional RKHS approach
This paper deals with functional regression, in which the input attributes as well as the response are functions. To deal with this problem, we develop a functional reproducing ke...
Hachem Kadri, Emmanuel Duflos, Philippe Preux, St&...
ADCM
2006
74views more  ADCM 2006»
13 years 8 months ago
Linearly constrained reconstruction of functions by kernels with applications to machine learning
This paper investigates the approximation of multivariate functions from data via linear combinations of translates of a positive definite kernel from a reproducing kernel Hilbert...
Robert Schaback, J. Werner
MOC
2002
90views more  MOC 2002»
13 years 7 months ago
Derivative superconvergent points in finite element solutions of harmonic functions--- A theoretical justification
Finite element derivative superconvergent points for harmonic functions under local rectangular mesh are investigated. All superconvergent points for the finite element space of an...
Zhimin Zhang
ISBI
2008
IEEE
14 years 8 months ago
Variational B-spline level-set method for fast image segmentation
In the field of image segmentation, most of level-set-based active contour approaches are based on a discrete representation of the associated implicit function. We present in thi...
Olivier Bernard, Denis Friboulet, Philippe Th&eacu...
IOT
2010
13 years 5 months ago
Supporting interaction with the Internet of Things across objects, time and space
Effectively assisting people in complex and highly dynamic work environment requires advances in high-level declarative activity models that can describe the flow of human work act...
Fahim Kawsar, Gerd Kortuem, Bashar Altakrouri