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AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
16 years 16 days ago
A Discriminant Analysis for Undersampled Data
One of the inherent problems in pattern recognition is the undersampled data problem, also known as the curse of dimensionality reduction. In this paper a new algorithm called pai...
Matthew Robards, Junbin Gao, Philip Charlton
KDD
2006
ACM
208views Data Mining» more  KDD 2006»
16 years 6 months ago
Frequent subgraph mining in outerplanar graphs
In recent years there has been an increased interest in frequent pattern discovery in large databases of graph structured objects. While the frequent connected subgraph mining pro...
Tamás Horváth, Jan Ramon, Stefan Wro...
DEEC
2006
IEEE
15 years 10 months ago
A Bottom-Up Workflow Mining Approach for Workflow Applications Analysis
Abstract. Engineering workflow applications are becoming more and more complex, involving numerous interacting business objects within considerable processes. Analysing the interac...
Walid Gaaloul, Karim Baïna, Claude Godart
NGC
2007
Springer
150views Communications» more  NGC 2007»
15 years 5 months ago
Exploiting Temporal Relations in Mining Hepatitis Data
Various data mining methods have been developed last few years for hepatitis study using a large temporal and relational database given to the research community. In this work we i...
Tu Bao Ho, Canh Hao Nguyen, Saori Kawasaki, Si Qua...
PC
2002
131views Management» more  PC 2002»
15 years 6 months ago
From patterns to frameworks to parallel programs
riented programming, design patterns, and frameworks are abstraction techniques that have been used to reduce the complexity of sequential programming. This paper describes our ap...
Steve MacDonald, John Anvik, Steven Bromling, Jona...