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