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» On Fitting Mixture Models
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ICASSP
2008
IEEE
15 years 11 months ago
Target detection and identification using canonical correlation analysis and subspace partitioning
We present a data-driven approach for target detection and identification based on a linear mixture model. Our aim is to determine the existence of certain targets in a mixture w...
Wei Wang 0018, Tülay Adali, Darren Emge
ICASSP
2011
IEEE
14 years 8 months ago
Detection of anomalous events from unlabeled sensor data in smart building environments
This paper presents a robust unsupervised learning approach for detection of anomalies in patterns of human behavior using multi-modal smart environment sensor data. We model the ...
Padmini Jaikumar, Aca Gacic, Burton Andrews, Micha...

Publication
214views
17 years 3 months ago
Analysis and Modeling of Traffic in Modern Data Communication Networks
In performance analysis and design of communication netword modeling data traffic is important. With introduction of new applications, the characteristics of the data traffic chang...
G. Babic, B. Vandalore, and R. Jain
ICTAI
2003
IEEE
15 years 10 months ago
Adaptive Modeling of Biochemical Pathways
In bioinformatics, biochemical pathways can be modeled by many differential equations. It is still an open problem how to fit the huge amount of parameters of the equations to the...
Rüdiger W. Brause
135
Voted
CSL
2006
Springer
15 years 5 months ago
Product of Gaussians for speech recognition
Recently there has been interest in the use of classifiers based on the product of experts (PoE) framework. PoEs offer an alternative to the standard mixture of experts (MoE) fram...
M. J. F. Gales, S. S. Airey