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JDWM
2008
90views more  JDWM 2008»
13 years 4 months ago
Overview of PAKDD Competition 2007
The PAKDD Competition 2007 involved the problem of predicting customers'propensity to take up a home loanwhenacollectionofdatafromcreditcardusersareprovided.Itisratherdifficu...
Junping Zhang, Guo-Zheng Li
JDWM
2007
140views more  JDWM 2007»
13 years 4 months ago
Multi-Label Classification: An Overview
Nowadays, multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization and semantic scene cla...
Grigorios Tsoumakas, Ioannis Katakis
JDWM
2007
90views more  JDWM 2007»
13 years 4 months ago
Mining for Mutually Exclusive Items in Transaction Databases
Association rule mining is a popular task that involves the discovery of co-occurences of items in transaction databases. Several extensions of the traditional association rule mi...
George Tzanis, Christos Berberidis
JDWM
2007
84views more  JDWM 2007»
13 years 4 months ago
A Look back at the PAKDD Data Mining Competition 2006
The PAKDD Competition 2006 involved the problem of classifying mobile telecom network customers into 2G and 3G, with the ultimate aim of identifying existing 2G network customers w...
Nathaniel B. Noriel, Chew Lim Tan
JDWM
2007
112views more  JDWM 2007»
13 years 4 months ago
Empowering the OLAP Technology to Support Complex Dimension Hierarchies
Comprehensive data analysis has become indispensable in a variety of domains. OLAP (On-Line Analytical Processing) systems tend to perform poorly or even fail when applied to comp...
Svetlana Mansmann, Marc H. Scholl