One of the key open questions within arti?cial intelligence is how to combine probability and logic with learning. This question ...
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An introduction to key concepts and techniques in probabilistic machine learning for civil engineering students and professionals; ...
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Probabilistic Modelling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, ...
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This is the first comprehensive treatment of the three basic symmetries of probability theory—contractability, exchangeability, ...
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This handbook, now available in paperback, brings together a comprehensive collection of mathematical material in one location. ...
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This is the second edition and is twice the size of the first one. The material on recombination and the stepping stone model ...
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Probabilistic concepts play an increasingly important role in mathematics, physics, biology, financial engineering and computer ...
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This edition contains a detailed treatment of the core area of probability, and both structural and limit results are presented ...
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This edition contains a detailed treatment of the core area of probability, and both structural and limit results are presented ...
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Random trees and tree-valued stochastic processes are of particular importance in combinatorics, computer science, phylogenetics, ...
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This book presents notions and ideas from the foundations of a statistical treatment of risks. Bayesian methods are frequently ...
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This book presents notions and ideas from the foundations of a statistical treatment of risks. Bayesian methods are frequently ...
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This revised textbook motivates and illustrates the techniques of applied probability by applications in electrical engineering ...
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This book includes models based on Markov and semi-Markov processes, multi-state models, models and methods in lifetime data ...
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This book includes models based on Markov and semi-Markov processes, multi-state models, models and methods in lifetime data ...
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Description While helping students to develop their problem-solving skills, the author motivates students with practical ...
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This textbook on the theory of probability is aimed at graduate students, with the ideology that rather than being a purely ...
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Il volume contiene in forma compatta il programma svolto negli insegnamenti introduttivi di statistica e tratta alcuni argomenti ...
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Adheres to the vision that in the future compelling user experiences will be key differentiating benefits of products and ...
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The volume sheds new light on role of gut dysbiosis in cancer and immunological diseases and their clinical manifestations. ...
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