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» A Partial-Repeatability Approach to Data Mining
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137
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DAWAK
2005
Springer
15 years 9 months ago
A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases
Data mining and machine learning must confront the problem of pattern maintenance because data updating is a fundamental operation in data management. Most existing data-mining alg...
Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Z...
130
Voted
SAINT
2005
IEEE
15 years 9 months ago
A Framework of Numerical Basket Analysis
Basket Analysis is mathematically characterized and extended to search families of sets in this paper. These theories indicate the possibility of various new approaches of data mi...
Takashi Washio, Atsushi Fujimoto, Hiroshi Motoda
112
Voted
ICDM
2006
IEEE
132views Data Mining» more  ICDM 2006»
15 years 9 months ago
Mining for Tree-Query Associations in a Graph
New applications of data mining, such as in biology, bioinformatics, or sociology, are faced with large datasets structured as graphs. We present an efficient algorithm for minin...
Eveline Hoekx, Jan Van den Bussche
125
Voted
DBKDA
2010
IEEE
144views Database» more  DBKDA 2010»
15 years 2 months ago
Analysis of the Quality of Life after an Endoscopic Thoracic Sympathectomy: A Business Intelligence Approach
— Primary hyperhidrosis, a disorder characterized by an excessive sweating, has been treated by endoscopic thoracic sympathectomy. As a consequence of the surgery, patients impro...
Diana Goncalves, Maribel Yasmina Santos, Jorge Cru...
116
Voted
AUSDM
2007
Springer
106views Data Mining» more  AUSDM 2007»
15 years 9 months ago
Establishing a Lineage for Medical Knowledge Discovery
Medical science has a long history characterised by incidents of extraordinary insights that have resulted in a paradigm shift in the methodologies and approaches used and have mo...
Anna Shillabeer, John F. Roddick