Title :
Data mining with C4.5 and interactive cartographic visualization
Author :
Andrienko, Gennady L. ; Andrienko, Natalia V.
Author_Institution :
Nat. Res. Center for Comput. Sci., St. Augustin, Germany
Abstract :
We consider application of techniques of knowledge discovery in databases (KDD) to spatially referenced data. We propose to combine such techniques with various methods of interactive classification of spatial objects supported by map displays. Maps help us both to prepare source data for KDD procedures and to interpret results of their application. The latter function is realized through dynamic linking of spatial and non-spatial displays
Keywords :
cartography; data mining; data visualisation; interactive systems; visual databases; C4.5; KDD procedures; data mining; dynamic linking; interactive cartographic visualization; interactive classification; knowledge discovery in databases; map displays; non-spatial displays; source data; spatial displays; spatial object; spatially referenced data; Classification algorithms; Classification tree analysis; Data analysis; Data mining; Data visualization; Displays; Electrical capacitance tomography; Information technology; Joining processes; World Wide Web;
Conference_Titel :
User Interfaces to Data Intensive Systems, 1999. Proceedings
Conference_Location :
Los Alamitos, CA
Print_ISBN :
0-7695-0262-8
DOI :
10.1109/UIDIS.1999.791473
