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» A Functional Model for Data Analysis
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INTERSPEECH
2010
14 years 10 months ago
Redescribing intonational categories with functional data analysis
Intonational research is often dependent upon hand-labeling by trained listeners, which can be prone to bias or error. We apply tools from Functional Data Analysis (FDA) to a set ...
Margaret Zellers, Michele Gubian, Brechtje Post
174
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JIPS
2007
134views more  JIPS 2007»
15 years 3 months ago
An Efficient Functional Analysis Method for Micro-array Data Using Gene Ontology
: Microarray data includes tens of thousands of gene expressions simultaneously, so it can be effectively used in identifying the phenotypes of diseases. However, the retrieval of ...
Dong-wan Hong, Jong-keun Lee, Sung-soo Park, Sang-...
ISBI
2002
IEEE
16 years 4 months ago
Parcellation of brain images with anatomical and functional constraints for fMRI data analysis
In this paper we propose a methodology for brain parcellation with anatomical and functional constraints dedicated to fMRI data analysis. The aim is to provide a representation of...
Denis Rivière, Ferath Kherif, Guillaume Fla...
PAKDD
2009
ACM
225views Data Mining» more  PAKDD 2009»
16 years 1 months ago
Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions.
Detecting changes in spatial datasets is important for many fields. In this paper, we introduce a methodology for change analysis in spatial datasets that combines contouring algor...
Christoph F. Eick, Chun-Sheng Chen, Michael D. Twa...
ECOOP
2012
Springer
13 years 6 months ago
Evaluating the Design of the R Language - Objects and Functions for Data Analysis
R is a dynamic language for statistical computing that combines lazy functional features and object-oriented programming. This rather unlikely linguistic cocktail would probably ne...
Floréal Morandat, Brandon Hill, Leo Osvald,...