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601“…These models marry graph and probability theory to visualize, understand, and interpret variables and their relations as nodes and edges in a graph. …”
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602por Koelmel, Jeremy P., Li, Xiangdong, Stow, Sarah M., Sartain, Mark J., Murali, Adithya, Kemperman, Robin, Tsugawa, Hiroshi, Takahashi, Mikiko, Vasiliou, Vasilis, Bowden, John A., Yost, Richard A., Garrett, Timothy J., Kitagawa, Norton“…Lipid Annotator provides percentages of fatty acyl constituent species and employs scoring algorithms based on probability theory, which is less subjective than the tolerance and weighted match scores commonly used by available software. …”
Publicado 2020
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603“…The approach turns out to provide a rational reinterpretation of “noise” in an important recent model of probability judgment, the probability theory plus noise model (Costello & Watts, 2014, 2016a, 2017; Costello & Watts, 2019; Costello, Watts, & Fisher, 2018), making equivalent average predictions for simple events, conjunctions, and disjunctions. …”
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604por Gerhardt, Karl P., Rao, Satyajit D., Olson, Evan J., Igoshin, Oleg A., Tabor, Jeffrey J.“…Finally, we use our method to reveal that the response of a promoter to a repressor is less sensitive with higher repressor noise and explain this result using a law from probability theory. Our approach can be applied to investigate the effects of noise on diverse biological pathways or program cellular heterogeneity for synthetic biology applications.…”
Publicado 2021
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605“…The reader is given a general primer in statistical physics, probability theory, and use of correlation functions. Much of the mathematics that is developed is frequently no longer included in undergraduate physics courses. …”
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606“…He is working in theoretical statistics, probability theory, computational statistics, and financial data analysis. …”
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607por Moretti, Valter“…The reader is introduced to the beautiful interconnection between logic, lattice theory, general probability theory, and general spectral theory including the basic theory of von Neumann algebras and of the algebraic formulation, naturally arising in the study of the mathematical machinery of quantum theories. …”
Publicado 2019
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608“…We expect the findings to become standard works in probability theory and its related fields.…”
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609por Fiorillo, Christopher D.“…Here I present a theory that relates the established biophysical properties of single generic neurons to principles of Bayesian probability theory, reinforcement learning and efficient coding. …”
Publicado 2008
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610por Grossi, Enzo“…This approach allows to partially escape from probability theory trap in situations where is fundamental to express a judgment based on a single case and favours a novel humanism directed to the management of the patient as individual subject.…”
Publicado 2010
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611“…Overall, our framework provides a novel foundation for understanding normal and pathological learning that contextualizes RL within a generic Bayesian scheme and thus connects it to principles of optimality from probability theory.…”
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612“…In Experiment 1, 66 students learned about probability theory using worked examples and solved corresponding test problems, whose task difficulty was manipulated. …”
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613“…On the other hand, the coverage optimization algorithm is based on probability theory, which finds out the minimum number of transmitters and their corresponding positions in order to achieve optimal indoor wireless coverage. …”
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614“…We show that this seemingly simple model, known in probability theory as the Kesten process, can generate rich dynamics which are qualitatively similar to the dynamics of individual glutamatergic synapses recorded in long-term time-lapse experiments in ex-vivo cortical networks. …”
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615por Bill, Johannes, Buesing, Lars, Habenschuss, Stefan, Nessler, Bernhard, Maass, Wolfgang, Legenstein, Robert“…During the last decade, Bayesian probability theory has emerged as a framework in cognitive science and neuroscience for describing perception, reasoning and learning of mammals. …”
Publicado 2015
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616“…Knowledge-based scoring employs probability theory for global energy minimum determination based on information about native amino acid conformation from a dataset of experimentally determined protein structures. …”
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617“…METHODS: The human error probability model is developed using probability theory applied to Bayesian network. The model is tested using the data received through the developed questionnaire survey of >200 experienced seafarers with >5 years of experience. …”
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618“…Therefore, knowledge of events such as spatial and temporal reference evapotranspiration (ET(o)) and their related principle of statistical probability theory plays a vital role in amplifying sustainable irrigation planning. …”
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619“…In probability theory and statistics, the probability distribution of the sum of two or more independent and identically distributed (i.i.d.) random variables is the convolution of their individual distributions. …”
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620“…Moreover, the design formulae of bearing capacity for BHC under three guaranteed rates (50%, 95%, and 99.9%) were developed based on probability theory, while the fourth design formula was derived by regression analysis. …”
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