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JMLR
2010
184views more  JMLR 2010»
13 years 3 months ago
Sequential Monte Carlo Samplers for Dirichlet Process Mixtures
In this paper, we develop a novel online algorithm based on the Sequential Monte Carlo (SMC) samplers framework for posterior inference in Dirichlet Process Mixtures (DPM) (DelMor...
Yener Ülker, Bilge Günsel, Ali Taylan Ce...
DASFAA
2011
IEEE
270views Database» more  DASFAA 2011»
13 years 18 days ago
AutoBayesian: Developing Bayesian Networks Based on Text Mining
Bayesian network is a widely used tool for data analysis, modeling and decision support in various domains. There is a growing need for techniques and tools which can automatically...
Sandeep Raghuram, Yuni Xia, Jiaqi Ge, Mathew Palak...
ICASSP
2011
IEEE
13 years 17 days ago
Online feature selection and classification
This paper presents an online feature selection and classification algorithm. The algorithm is implemented for impact acoustics signals to sort hazelnut kernels. The classifier, w...
Habil Kalkan, Bayram Cetisli
ICDE
2009
IEEE
130views Database» more  ICDE 2009»
14 years 10 months ago
Recursive Computation of Regions and Connectivity in Networks
In recent years, the data management community has begun to consider situations in which data access is closely tied to network routing and distributed acquisition: examples includ...
Mengmeng Liu, Nicholas E. Taylor, Wenchao Zhou, Za...
IWPSE
2007
IEEE
14 years 3 months ago
Talking tests: an empirical assessment of the role of fit acceptance tests in clarifying requirements
The starting point for software evolution is usually a change request, expressing the new or updated requirements on the delivered system. The requirements specified in a change ...
Filippo Ricca, Marco Torchiano, Mariano Ceccato, P...