Results 11 to 20 of about 1,045,298 (140)
Positivity for Gaussian graphical models [PDF]
, 2012 Gaussian graphical models are parametric statistical models for jointly normal random variables whose dependence structure is determined by a graph. In previous work, we introduced trek separation, which gives a necessary and sufficient condition in ...
Draisma, Jan +2 more
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Marginal and simultaneous predictive classification using stratified graphical models [PDF]
, 2014 An inductive probabilistic classification rule must generally obey the principles of Bayesian predictive inference, such that all observed and unobserved stochastic quantities are jointly modeled and the parameter uncertainty is fully acknowledged ...
Corander, Jukka +3 more
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Stratified Graphical Models - Context-Specific Independence in Graphical Models
, 2013 Theory of graphical models has matured over more than three decades to provide the backbone for several classes of models that are used in a myriad of applications such as genetic mapping of diseases, credit risk evaluation, reliability and computer ...
Corander, Jukka +3 more
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Log-mean linear models for binary data [PDF]
, 2012 This paper introduces a novel class of models for binary data, which we call log-mean linear models. The characterizing feature of these models is that they are specified by linear constraints on the log-mean linear parameter, defined as a log-linear ...
A. Roverato +4 more
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Non-homogeneous denoising for virtual reality in real-time path tracing rendering
Graphical Models, 2023 Real time Path-tracing is becoming an important approach for the future of games, digital entertainment, and virtual reality applications that require realism and immersive environments.
Victor Peres +3 more
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Graphical ModelsThe Computer extended Descriptive Geometry (CeDG) is as a novel approach based on Descriptive Geometry to build 3D models within the framework provided by Dynamic Geometry Software tools.
Manuel Prado-Velasco +1 more
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GIM3D plus: A labeled 3D dataset to design data-driven solutions for dressed humans
Graphical Models, 2023 Segmentation and classification of clothes in real 3D data are particularly challenging due to the extreme variation of their shapes, even among the same cloth category, induced by the underlying human subject.
Pietro Musoni +2 more
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Image restoration for digital line drawings using line masks
Graphical ModelsThe restoration of digital images holds practical significance due to the fact that degradation of digital image data on the internet is common. State-of-the-art image restoration methods usually employ end-to-end trained networks. However, we argue that
Yan Zhu, Yasushi Yamaguchi
doaj +1 more source
Representing uncertainty through sentiment and stance visualizations: A survey
Graphical Models, 2023 Visual analytics combines automated analysis techniques with interactive visualizations for effective understanding, reasoning, and decision-making on complex data.
Bárbara Ramalho +2 more
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Graphical ModelsFree-form bending belongs to the kinematics-based forming processes and allows the manufacturing of arbitrary 3D-bent components. To obtain the desired part, the tool kinematics is adjusted by comparing the target and obtained bending line.
Lorenzo Scandola +4 more
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