Titlebook: Advances in Bayesian Networks; José A. Gámez,Serafín Moral,Antonio Salmerón Book 2004 Springer-Verlag Berlin Heidelberg 2004 Bayesian netw

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War-time Control and Nationalization,ork. In particular, we shall focus on advances in representation languages and exact solution algorithms for decision problems with a single decision maker. Moreover, we give a brief outline of recent contributions to methods for performing sensitivity analysis in influence diagrams.

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https://doi.org/10.1007/978-3-319-90440-5of more traditional methods. Secondly, we empirically compare scaled conjugate gradients with EM. The experiments show that accelerated conjugate gradients are competitive with EM. Although, in general EM is the domain independent method of choice, gradient-based methods can be superior.

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Introduction: The Spirits of the Age, approach for a more complex task: continuous phoneme recognition. For this purpose, we propose a new decoding algorithm based on dynamic programming. The proposed algorithm decreases the computational complexity of decoding and hence enables the application of the approach to complex speech recognition tasks.

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