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Koller, D. & Friedman, N. Probabilistic Graphical Models: Principles and Techniques (MIT Press, 2009).
Required Textbook: Probabilistic Graphical Models: Principles and Techniques by Daphne Koller and Nir Friedman.
Daphne Koller and Nir Friedman, Probabilistic Graphical Models: Principles and Techniques, MIT Press.
Applies models, principles and algorithms taken from artificial intelligence and operations research.
Biomimicry of social foraging bacteria for distributed optimization: models, principles, and emergent behaviors.
We start with the premise that individuals and organizations at any point in time hold certain theories, models, principles, and rules of thumb that guide their actions.
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Physically Based Modeling: Principles and Practice.
In this paper, we describe the basic modelling principles and the capabilities of the software package.
The one-box model can be used as default model, as it matches the model principles and the level of detail of exposure models for the environment.
Alternative factor models to characterise the latent structure of depression and anxiety symptoms as IRT-informed dimensional phenotypes using latent trait modelling principles and methods were compared.
The paper is organized in two parts: modeling principles and model validation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com