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CORR
2010
Springer
103views Education» more  CORR 2010»
15 years 6 months ago
Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation
We propose in this paper an exploratory analysis algorithm for functional data. The method partitions a set of functions into K clusters and represents each cluster by a simple pr...
Georges Hébrail, Bernard Hugueney, Yves Lec...
AHSWN
2006
84views more  AHSWN 2006»
15 years 6 months ago
A Path Density Protocol for MANETs
Knowing or being able to measure the "path density" at sources of communications is essential to provide fair capacity distribution between sessions in multi-hop ad hoc ...
Evgeny Osipov, Christian F. Tschudin
CAGD
2006
90views more  CAGD 2006»
15 years 6 months ago
Local hybrid approximation for scattered data fitting with bivariate splines
We suggest a local hybrid approximation scheme based on polynomials and radial basis functions, and use it to modify the scattered data fitting algorithm of [7]. Similar to that a...
Oleg Davydov, Rossana Morandi, Alessandra Sestini
IJON
2006
119views more  IJON 2006»
15 years 6 months ago
Support vector machine for functional data classification
Abstract. Functional data analysis is a growing research field and numerous works present a generalization of the classical statistical methods to function classification or regres...
Fabrice Rossi, Nathalie Villa
CORR
2007
Springer
114views Education» more  CORR 2007»
15 years 6 months ago
Self-organizing maps and symbolic data
Abstract. In data analysis new forms of complex data have to be considered like for example (symbolic data, functional data, web data, trees, SQL query and multimedia data,. . . )....
Aïcha El Golli, Brieuc Conan-Guez, Fabrice Ro...