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» Simultaneous Co-clustering and Modeling of Market Data
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INCDM
2007
Springer
69views Data Mining» more  INCDM 2007»
13 years 11 months ago
Simultaneous Co-clustering and Modeling of Market Data
For difficult prediction problems, practitioners often segment the data into relatively homogenous groups and then build a model for each group. This two-step procedure usually res...
Meghana Deodhar, Joydeep Ghosh
ICDM
2008
IEEE
190views Data Mining» more  ICDM 2008»
13 years 11 months ago
Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data
Several marketing problems involve prediction of customer purchase behavior and forecasting future preferences. We consider predictive modeling of large scale, bi-modal or multimo...
Meghana Deodhar, Joydeep Ghosh
KDD
2000
ACM
129views Data Mining» more  KDD 2000»
13 years 8 months ago
Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing
Predictive models in direct marketing seek to identify individuals most likely to respond to promotional solicitations or other intervention programs. While standard modeling appr...
Siddhartha Bhattacharyya
HICSS
2006
IEEE
75views Biometrics» more  HICSS 2006»
13 years 10 months ago
Electronic Markets for Private Information: Economic and Security Considerations
Technological advances in the collection, storage and analysis of data have increased the ease with which businesses can make profitable use of information about individuals. Som...
Ram Gopal L., Robert S. Garfinkel, Manuel A. Nunez...
ESWA
2006
154views more  ESWA 2006»
13 years 4 months ago
Artificial neural networks with evolutionary instance selection for financial forecasting
In this paper, I propose a genetic algorithm (GA) approach to instance selection in artificial neural networks (ANNs) for financial data mining. ANN has preeminent learning abilit...
Kyoung-jae Kim