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IDA
2007
Springer
16 years 1 months ago
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions
Abstract. Finite mixture models can be used in estimating complex, unknown probability distributions and also in clustering data. The parameters of the models form a complex repres...
Jaakko Hollmén, Jarkko Tikka
HICSS
2003
IEEE
123views Biometrics» more  HICSS 2003»
16 years 4 days ago
Adoption of Collaboration Information Technologies in Australian and US Organizations: A Comparative Study
Collaboration to accomplish tasks has taken on a new meaning over the past few years. The majority of organizations are viewing information technology (IT) as a key enabler to tra...
Deepinder S. Bajwa, L. Floyd Lewis, Graham Pervan
ICDM
2003
IEEE
134views Data Mining» more  ICDM 2003»
16 years 4 days ago
Probabilistic User Behavior Models
We present a mixture model based approach for learning individualized behavior models for the Web users. We investigate the use of maximum entropy and Markov mixture models for ge...
Eren Manavoglu, Dmitry Pavlov, C. Lee Giles
IIS
2003
15 years 8 months ago
The Development of the Inductive Database System VINLEN: A Review of Current Research
Current research on the VINLEN inductive database system is briefly reviewed and illustrated by selected results. The goal of research on VINLEN is to develop a methodology for de...
Kenneth A. Kaufman, Ryszard S. Michalski
GECCO
2008
Springer
184views Optimization» more  GECCO 2008»
15 years 8 months ago
Evolutionary facial feature selection
With the growing number of acquired physiological and behavioral biometric samples, biometric data sets are experiencing tremendous growth. As database sizes increase, exhaustive ...
Aaron K. Baughman