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» Business Process Understanding: Mining Many Datasets
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VIS
2009
IEEE
162views Visualization» more  VIS 2009»
14 years 10 months ago
Web-based Visualization and Analysis of Atmospheric Nucleation Processes
Nucleation phenomena play a pivotal role in many atmospheric and technological processes. However, understanding atmospheric nucleation processes has been difficult due to the lac...
Yi Liu, Rui Ding, Jinzhu Gao, Xiaohui Cui, Bin...
FGCS
2007
78views more  FGCS 2007»
13 years 8 months ago
Promoting performance and separation of concerns for data mining applications on the grid
Grid Computing brought the promise of making high-performance computing cheaper and more easily available than traditional supercomputing platforms. Such a promise was very well r...
Vasco Furtado, Francisco Flávio de Souza, W...
ISMIS
1999
Springer
14 years 29 days ago
Applications and Research Problems of Subgroup Mining
Knowledge Discovery in Databases (KDD) is a data analysis process which, in contrast to conventional data analysis, automatically generates and evaluates very many hypotheses, deal...
Willi Klösgen
ICEIS
2009
IEEE
13 years 6 months ago
Mining Patterns in the Presence of Domain Knowledge
One of the main difficulties of pattern mining is to deal with items of different nature in the same itemset, which can occur in any domain except basket analysis. Indeed, if we co...
Cláudia Antunes
FIMI
2003
210views Data Mining» more  FIMI 2003»
13 years 10 months ago
COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation
Existing association rule mining algorithms suffer from many problems when mining massive transactional datasets. Some of these major problems are: (1) the repetitive I/O disk sca...
Osmar R. Zaïane, Mohammad El-Hajj