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Trait coevolution and causal inference using generalized dynamic phylogenetic models
Abstract Phylogenetic comparative methods are widely used to study trait coevolution across biological and cultural domains. The most common methods are phylogenetic generalized linear (mixed) models, phylogenetic path analysis, Pagel's ‘discrete’ method and Ornstein–Uhlenbeck models. While some frameworks like generalized linear mixed models are quite
Erik J. Ringen +3 more
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Epidemic spread with asymptomatic infectious period in contact adaptive networks. [PDF]
Chai WK, Karaliopoulos M.
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A Hierarchical Multi-Resolution Self-Supervised Framework for High-Fidelity 3D Face Reconstruction Using Learnable Gabor-Aware Texture Modeling. [PDF]
Mareo P, Fooprateepsiri R.
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Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging. [PDF]
Liu T +8 more
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Supervised image segmentation method based on tree-structured Markov random field in wavelet domain
Jian Guo Liu
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Markov Random Field Texture Models
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1983We consider a texture to be a stochastic, possibly periodic, two-dimensional image field. A texture model is a mathematical procedure capable of producing and describing a textured image. We explore the use of Markov random fields as texture models.
Anil K Jain
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Markov Argumentation Random Fields
Proceedings of the AAAI Conference on Artificial Intelligence, 2016We demonstrate an implementation of Markov Argumentation Random Fields (MARFs), a novel formalism combining elements of formal argumentation theory and probabilistic graphical models. In doing so MARFs provide a principled technique for the merger of probabilistic graphical models and non-monotonic reasoning, supporting human reasoning ...
Yuqing Tang 0001 +2 more
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