DocumentCode :
2215144
Title :
Editing and processing complex data
Author :
Summa, Mireille Gettler ; Frédérick, Vautrain
Author_Institution :
CNRS, Univ. Paris Dauphine, Paris, France
Volume :
1
fYear :
2010
fDate :
20-22 Aug. 2010
Abstract :
We propose a new type of editor which is able to handle a function in each cell of an excel like table: we present the complex data situation which consists in multiple multidimensional time series. New algorithms working in a multidimensional space of curves (such as a set of multiple time series) or on discrete distributions, without loss of information as it is the case with more classical encoding techniques (e.g. by data aggregation: means, quintiles etc.) have been studied and have been implemented in the Delta Suite software. The simultaneous visualization, exploration and analysis of the time series on many entries are thus possible. Case studies are illustrated through the innovative platform.
Keywords :
data mining; data visualisation; encoding; time series; Delta Suite software; complex data; data aggregation; encoding techniques; excel like table; simultaneous visualization; time series; Complex Data Clustering; Complex Data Mining; Complex Data editor; time series;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location :
Chengdu
ISSN :
2154-7491
Print_ISBN :
978-1-4244-6539-2
Type :
conf
DOI :
10.1109/ICACTE.2010.5579001
Filename :
5579001
Link To Document :
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