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JMLR
2007
137views more  JMLR 2007»
15 years 7 months ago
Building Blocks for Variational Bayesian Learning of Latent Variable Models
We introduce standardised building blocks designed to be used with variational Bayesian learning. The blocks include Gaussian variables, summation, multiplication, nonlinearity, a...
Tapani Raiko, Harri Valpola, Markus Harva, Juha Ka...
WSC
2007
15 years 9 months ago
A hybrid epidemic model: combining the advantages of agent-based and equation-based approaches
Agent-based models (ABMs) are powerful in describing structured epidemiological processes involving human behavior and local interaction. The joint behavior of the agents can be v...
Georgiy V. Bobashev, D. Michael Goedecke, Feng Yu,...
ECAL
2007
Springer
16 years 1 months ago
Investigating the Evolution of Cooperative Behaviour in a Minimally Spatial Model
It is well known that the evolution of cooperative behaviour is dependant upon certain environmental conditions. One such condition that has been extensively studied is the use of ...
Simon T. Powers, Richard A. Watson
ICDM
2005
IEEE
137views Data Mining» more  ICDM 2005»
16 years 25 days ago
Leveraging Relational Autocorrelation with Latent Group Models
The presence of autocorrelation provides a strong motivation for using relational learning and inference techniques. Autocorrelation is a statistical dependence between the values...
Jennifer Neville, David Jensen
RE
2005
Springer
16 years 22 days ago
Reverse Engineering Goal Models from Legacy Code
A reverse engineering process aims at reconstructing el abstractions from source code. This paper presents a novel reverse engineering methodology for recovering stakeholder goal ...
Yijun Yu, Yiqiao Wang, John Mylopoulos, Sotirios L...