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» A Framework of Numerical Basket Analysis
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SAINT
2005
IEEE
13 years 10 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
JSAI
2001
Springer
13 years 9 months ago
Basket Analysis on Meningitis Data
Basket Analysis is the most representative approach in recent study of data mining. However, it cannot be directly applied to the data including numeric data. In this paper, we cl...
Takayuki Ikeda, Takashi Washio, Hiroshi Motoda
PKDD
2007
Springer
120views Data Mining» more  PKDD 2007»
13 years 11 months ago
Privacy Preserving Market Basket Data Analysis
Randomized Response techniques have been empirically investigated in privacy preserving association rule mining. However, previous research on privacy preserving market basket data...
Ling Guo, Songtao Guo, Xintao Wu
EOR
2008
123views more  EOR 2008»
13 years 5 months ago
A combined approach for segment-specific market basket analysis
Market baskets arise from consumers' shopping trips and include items from multiple categories that are frequently chosen interdependently from each other. Explanatory models...
Yasemin Boztug, Thomas Reutterer
SNAM
2011
246views more  SNAM 2011»
12 years 12 months ago
Market basket analysis with networks
The field of market basket analysis, the search for meaningful associations in customer purchase data, is one of the oldest areas of data mining. The typical solution involves th...
Troy Raeder, Nitesh V. Chawla