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IJCAI
2007
15 years 8 months ago
Collapsed Variational Dirichlet Process Mixture Models
Nonparametric Bayesian mixture models, in particular Dirichlet process (DP) mixture models, have shown great promise for density estimation and data clustering. Given the size of ...
Kenichi Kurihara, Max Welling, Yee Whye Teh
CVPR
1998
IEEE
16 years 9 months ago
Using Adaptive Tracking to Classify and Monitor Activities in a Site
We describe a vision system that monitors activity in a site over extended periods of time. The system uses a distributed set of sensors to cover the site, and an adaptive tracker...
W. Eric L. Grimson, Chris Stauffer, R. Romano, L. ...
SIGMOD
2003
ACM
140views Database» more  SIGMOD 2003»
16 years 7 months ago
Stream Processing of XPath Queries with Predicates
We consider the problem of evaluating large numbers of XPath filters, each with many predicates, on a stream of XML documents. The solution we propose is to lazily construct a sin...
Ashish Kumar Gupta, Dan Suciu
DIAL
2006
IEEE
155views Image Analysis» more  DIAL 2006»
16 years 1 months ago
Interactive Document Processing and Digital Libraries
We explore connections between digital libraries and interactive document image analysis. Digital libraries can provide useful data and metadata for research in automated document...
George Nagy, Daniel P. Lopresti
HICSS
2006
IEEE
135views Biometrics» more  HICSS 2006»
16 years 1 months ago
Using Function Generalization to Design a Cosequential Processing Framework
Abstract— Framework design is a multifaceted endeavor undertaken to promote reuse of software within a family of related applications. Traditional approaches involve either the e...
H. Conrad Cunningham, Pallavi Tadepalli