Search for dissertations about: "bayesianska nätverk"
Found 3 swedish dissertations containing the words bayesianska nätverk.
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1. Analysis of enterprise IT service availability : Enterprise architecture modeling for assessment, prediction, and decision-making
Abstract : Information technology has become increasingly important to individuals and organizations alike. Not only does IT allow us to do what we always did faster and more effectively, but it also allows us to do new things, organize ourselves differently, and work in ways previously unimaginable. READ MORE
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2. Continuous time Graphical Models and Decomposition Sampling
Abstract : Two topics in temporal graphical probabilistic models are studied. The topics are treated in separate papers, both with applications in finance. The first paper study inference in dynamic Bayesian networks using Monte Carlo methods. A new method for sampling random variables is proposed. READ MORE
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3. Sequential Data Learning, Scalable Models and Adversarial Regularization
Abstract : Time Series Prediction (TSP) has been used in mobile network traffic data analysis to produce predictive results for network planning and resource allocation. In the first part of this thesis, we propose a novel method of predicting mobile network traffic using neural networks based on conditional probability modeling between adjacent data windows in the time series sequence. READ MORE