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JDWM
2006
178views more  JDWM 2006»
13 years 11 months ago
Improved Data Partitioning for Building Large ROLAP Data Cubes in Parallel
The pre-computation of data cubes is critical to improving the response time of On-Line Analytical Processing (OLAP) systems and can be instrumental in accelerating data mining ta...
Ying Chen, Frank K. H. A. Dehne, Todd Eavis, Andre...
JDWM
2006
84views more  JDWM 2006»
13 years 11 months ago
Discovering Surprising Instances of Simpson's Paradox in Hierarchical Multidimensional Data
This paper focuses on the discovery of surprising, unexpected patterns, based on a data mining method that consists of detecting instances of Simpson's paradox. By its very n...
Carem C. Fabris, Alex Alves Freitas
JDWM
2006
104views more  JDWM 2006»
13 years 11 months ago
Navigation Rules for Exploring Large Multidimensional Data Cubes
Navigating through multidimensional data cubes is a nontrivial task. Although On-Line Analytical Processing (OLAP) provides the capability to view multidimensional data through ro...
Navin Kumar, Aryya Gangopadhyay, George Karabatis,...
JDWM
2006
99views more  JDWM 2006»
13 years 11 months ago
A Data Mining-Based OLAP Aggregation of Complex Data: Application on XML Documents
Riadh Ben Messaoud, Omar Boussaid, Sabine Loudcher...