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ICASSP
2011
IEEE
14 years 7 months ago
Bayesian topic models for describing computer network behaviors
We consider the use of Bayesian topic models in the analysis of computer network traffic. Our approach utilizes latent Dirichlet allocation and time-varying dynamic latent Dirich...
Christopher Cramer, Lawrence Carin
160
Voted
BMCBI
2007
215views more  BMCBI 2007»
15 years 3 months ago
Learning causal networks from systems biology time course data: an effective model selection procedure for the vector autoregres
Background: Causal networks based on the vector autoregressive (VAR) process are a promising statistical tool for modeling regulatory interactions in a cell. However, learning the...
Rainer Opgen-Rhein, Korbinian Strimmer
190
Voted
EUROMICRO
2003
IEEE
15 years 8 months ago
Modelling the performance of CORBA using Layered Queueing Networks
One of the typical features of distributed systems is the heterogeneity of its components (e.g. geographical spreading and different platform architectures), leading to interopera...
Tom Verdickt, Bart Dhoedt, Frank Gielen, Piet Deme...
147
Voted
ICC
2007
IEEE
15 years 10 months ago
A New Realistic Mobility Model for Mobile Ad Hoc Networks
—Accurately simulating user movements in Mobile Ad hoc Networks (MANETs) is very important to the prediction of actual network and user performance. Therefore, using a realistic ...
Ahmed E. Kamal, Jamal N. Al-Karaki
149
Voted
BIBE
2007
IEEE
149views Bioinformatics» more  BIBE 2007»
15 years 7 months ago
XML Encoding of Features Describing Rule-Based Modeling of Reaction Networks with Multi-Component Molecular Complexes
Multi-state molecules and multi-component complexes are commonly involved in cellular signaling. Accounting for molecules that have multiple potential states, such as a protein tha...
Michael L. Blinov, Ion I. Moraru