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Product Details 基本信息 ISBN-13 书号 9783030379612 Author 作者 Sujit Rokka Chhetri Format 版本 精装 Pages Number 页数 342页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2020-02-18 Language 语种 英语 Book Contents 内容简介 This book provides a new perspective on modeling cyber-physical systems (CPS), using a data-driven approach. The authors cover the use of state-of-the-art machine learning and artificial intelligence algorithms for modeling various aspect of the CPS. This book provides insight on how a data-driven modeling approach can be utilized to take advantage of the relation between the cyber and the physical domain of the CPS to aid the first-principle approach in capturing the stochastic phenomena affecting the CPS. The authors provide practical use cases of the data-driven modeling approach for securing the CPS, presenting novel attack models, building and maintaining t
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Product Details 基本信息 ISBN-13 书号 9783030104948 Author 作者 Sujit Mandal Format 版本 精装 Pages Number 页数 223页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2019-06-11 Language 语种 其它（含多语） Book Contents 内容简介 This book discusses various statistical models and their implications for developing landslide susceptibility and risk zonation maps. It also presents a range of statistical techniques, i.e. bivariate and multivariate statistical models and machine learning models, as well as multi-criteria evaluation, pseudo-quantitative and probabilistic approaches. As such, it provides methods and techniques for RS & GIS-based models in spatial distribution for all those engaged in the preparation and development of projects, research, training courses and postgraduate studies. Further, the book offers a valuable resource for students using RS & GIS techniques in thei
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Product Details 基本信息 ISBN-13 书号 9781789238655 Author 作者 Sujit K. Bhattacharya Format 版本 精装 Pages Number 页数 108页 Publisher 出版社 Intech Publication Date 出版日期 2020-05-06 Product Dimensions 商品尺寸 9.61 x 6.69 x 0.31 Shipping Weight 商品重量 0.83 Language 语种 其它（含多语） Book Contents 内容简介 Acute diarrheal diseases (ADD) are important causes of morbidity and mortality worldwide. ADD includes, among others, cholera, shigellosis, and rotavirus diarrhea. These diseases are known to cause sporadic epidemics. Cholera and shigellosis are known to even cause pandemics. The treatments of these two diseases have been simplified with the advent of oral rehydration therapy and effective antibiotics. However, development of drug resistance poses tremendous therapeutic challenges. This book includes chapters on new methods of classification of dehydration and this info
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Product Details 基本信息 ISBN-13 书号 9789811371165 Author 作者 Sujit Kumar Bose Format 版本 平装-胶订 Pages Number 页数 467页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2020-06-07 Language 语种 英语 Book Contents 内容简介 This book systematically classifies the mathematical formalisms of computational models that are required for solving problems in mathematics, engineering and various other disciplines. It also provides numerical methods for solving these problems using suitable algorithms and for writing computer codes to find solutions. For discrete models, matrix algebra comes into play, while for continuum framework models, real and complex analysis is more suitable. The book clearly describes the method–algorithm–code approach for learning the techniques of scientific computation and how to arrive at accurate solutions by applying the procedures presented. It not on
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Product Details 基本信息 ISBN-13 书号 9781032093185 Author 作者 Sujit K. Ghosh Format 版本 平装-胶订 Pages Number 页数 288页 Publisher 出版社 Chapman and Hall/CRC Publication Date 出版日期 2021-06-30 Language 语种 其它（含多语） Book Contents 内容简介 Bayesian Statistical Methods provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. This book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models (GLM). The authors include many examples with complete R code and comparisons with analogous frequentist procedures.In addition to the basic concepts of Bayesian inferential methods, the book covers many general topics: Advice on selecting prior distributionsComputational methods including Markov chain Monte Carlo (MCMC) Model-comparison and goodness-of-fit m
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