Statistical Mining And Data Visualization In Atmospheric Sciences

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Statistical Mining And Data Visualization In Atmospheric Sciences

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Author : Timothy J. Brown
language : en
Publisher:
Release Date : 2000

Statistical Mining And Data Visualization In Atmospheric Sciences written by Timothy J. Brown and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.

Statistical Mining And Data Visualization In Atmospheric Sciences

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Author : Timothy J. Brown
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-14

Statistical Mining And Data Visualization In Atmospheric Sciences written by Timothy J. Brown and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-14 with Computers categories.

Statistical Mining and Data Visualization in Atmospheric Sciences brings together in one place important contributions and up-to-date research results in this fast moving area. Statistical Mining and Data Visualization in Atmospheric Sciences serves as an excellent reference, providing insight into some of the most challenging research issues in the field.

The Application Of Neural Networks In The Earth System Sciences

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Author : Vladimir M. Krasnopolsky
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-06-14

The Application Of Neural Networks In The Earth System Sciences written by Vladimir M. Krasnopolsky and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-14 with Science categories.

This book brings together a representative set of Earth System Science (ESS) applications of the neural network (NN) technique. It examines a progression of atmospheric and oceanic problems, which, from the mathematical point of view, can be formulated as complex, multidimensional, and nonlinear mappings. It is shown that these problems can be solved utilizing a particular type of NN – the multilayer perceptron (MLP). This type of NN applications covers the majority of NN applications developed in ESSs such as meteorology, oceanography, atmospheric and oceanic satellite remote sensing, numerical weather prediction, and climate studies. The major properties of the mappings and MLP NNs are formulated and discussed. Also, the book presents basic background for each introduced application and provides an extensive set of references. “This is an excellent book to learn how to apply artificial neural network methods to earth system sciences. The author, Dr. Vladimir Krasnopolsky, is a universally recognized master in this field. With his vast knowledge and experience, he carefully guides the reader through a broad variety of problems found in the earth system sciences where neural network methods can be applied fruitfully. (...) The broad range of topics covered in this book ensures that researchers/graduate students from many fields (...) will find it an invaluable guide to neural network methods.” (Prof. William W. Hsieh, University of British Columbia, Vancouver, Canada) “Vladimir Krasnopolsky has been the “founding father” of applying computation intelligence methods to environmental science; (...) Dr. Krasnopolsky has created a masterful exposition of a young, yet maturing field that promises to advance a deeper understanding ofbest modeling practices in environmental science.” (Dr. Sue Ellen Haupt, National Center for Atmospheric Research, Boulder, USA) “Vladimir Krasnopolsky has written an important and wonderful book on applications of neural networks to replace complex and expensive computational algorithms within Earth System Science models. He is uniquely qualified to write this book, since he has been a true pioneer with regard to many of these applications. (...) Many other examples of creative emulations will inspire not just readers interested in the Earth Sciences, but any other modeling practitioner (...) to address both theoretical and practical complex problems that may (or will!) arise in a complex system." ” (Prof. Eugenia Kalnay, University of Maryland, USA)

Statistical Theory And Method Abstracts

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Author :
language : en
Publisher:
Release Date : 2001

Statistical Theory And Method Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Statistics categories.

Database Technologies Concepts Methodologies Tools And Applications

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Author : Erickson, John
language : en
Publisher: IGI Global
Release Date : 2009-02-28

Database Technologies Concepts Methodologies Tools And Applications written by Erickson, John and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-02-28 with Business & Economics categories.

"This reference expands the field of database technologies through four-volumes of in-depth, advanced research articles from nearly 300 of the world's leading professionals"--Provided by publisher.

Handbook Of Computational Statistics

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Author : James E. Gentle
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-07-06

Handbook Of Computational Statistics written by James E. Gentle and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-06 with Computers categories.

The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with "How Computational Statistics became the backbone of modern data science" (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.

Annual Review Of Information And Science Technology Arist

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Author : Information Today, Inc
language : en
Publisher: Information Today
Release Date : 2002

Annual Review Of Information And Science Technology Arist written by Information Today, Inc and has been published by Information Today this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.

Reviews numerous topics within the broad field of information science and technology and provides this annual source of ideas, trends, and references to the literature.

American Book Publishing Record

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Author :
language : en
Publisher:
Release Date : 2000-07

American Book Publishing Record written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-07 with Books categories.

Bulletin Of The American Meteorological Society

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Author : American Meteorological Society
language : en
Publisher:
Release Date : 1999

Bulletin Of The American Meteorological Society written by American Meteorological Society and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Meteorology categories.

List of members in v. 1, 8.

The British National Bibliography

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Author : Arthur James Wells
language : en
Publisher:
Release Date : 2000

The British National Bibliography written by Arthur James Wells and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Bibliography, National categories.