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Knowledge Discovery In Big Data From Astronomy And Earth Observation, Skoda, Petr


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Автор: Skoda, Petr   (Петр Шкода)
Название:  Knowledge Discovery In Big Data From Astronomy And Earth Observation
Перевод названия: Петр Шкода: Открытие знаний в больших данных из астрономии и наблюдения Земли
ISBN: 9780128191545
Издательство: Elsevier Science
Классификация:




ISBN-10: 0128191546
Обложка/Формат: Paperback
Страницы: 478
Вес: 0.83 кг.
Дата издания: 20.03.2020
Язык: English
Размер: 235 x 191 x 24
Подзаголовок: Astrogeoinformatics
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data science aspects are illustrated in the context of both fields. Software, hardware and algorithms of big data are addressed.

Finally, the book offers insight into the emerging science which combines data and expertise from both fields in studying the effect of cosmos on the earth and its inhabitants.




Introduction to Astronomical Spectroscopy

Автор: Appenzeller
Название: Introduction to Astronomical Spectroscopy
ISBN: 1107601797 ISBN-13(EAN): 9781107601796
Издательство: Cambridge Academ
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Цена: 6019.00 р.
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Описание: Thoroughly illustrated and clearly written, this handbook offers a practical guide to astronomical spectroscopy. An ideal reference for today`s graduate students and active researchers, it covers spectroscopic methods used in all branches of astronomy, at all wavelengths from radio to gamma-ray and from ground and space-borne instruments.

Principles of Data Mining and Knowledge Discovery

Автор: Tapio Elomaa; Heikki Mannila; Hannu Toivonen
Название: Principles of Data Mining and Knowledge Discovery
ISBN: 3540440372 ISBN-13(EAN): 9783540440376
Издательство: Springer
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Цена: 11179.00 р.
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Описание: Constitutes the proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery held in Finland in 2002. Papers cover kernel methods, probabilistic methods, association rule mining, rough sets, sampling algorithms, pattern discovery, web text mining and more.

Data Mining and Knowledge Discovery for Geoscientists

Автор: Guangren Shi
Название: Data Mining and Knowledge Discovery for Geoscientists
ISBN: 0124104371 ISBN-13(EAN): 9780124104372
Издательство: Elsevier Science
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Цена: 15159.00 р.
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Описание: Addresses challenges by summarizing the developments in geosciences data mining and arming scientists with the ability to apply key concepts to effectively analyze and interpret vast amounts of critical information. This title focuses on 22 of data mining`s practical algorithms and application samples.

Data Mining and Knowledge Discovery for Big Data

Автор: Chu Wesley W.
Название: Data Mining and Knowledge Discovery for Big Data
ISBN: 3642408362 ISBN-13(EAN): 9783642408366
Издательство: Springer
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Цена: 20896.00 р.
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Описание: This book address topics ranging from mining data from opinion, spatiotemporal databases, discriminative subgraph patterns, path knowledge discovery, social media, and privacy issues to the subject of computation reduction via binary matrix factorization.

Applications and Experiments

Автор: Sergei M. Kopeikin
Название: Applications and Experiments
ISBN: 3110345455 ISBN-13(EAN): 9783110345452
Издательство: Walter de Gruyter
Цена: 27884.00 р.
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Описание: Relativistic celestial mechanics – investigating the motion celestial bodies under the influence of general relativity – is a major tool of modern experimental gravitational physics. With a wide range of prominent authors from the field, this two-volume series consists of reviews on a multitude of advanced topics in the area of relativistic celestial mechanics – starting from more classical topics such as the regime of asymptotically-flat spacetime, light propagation and celestial ephemerides, but also including its role in cosmology and alternative theories of gravity as well as modern experiments in this area. This second volume of a two-volume series covers applications of the theory as well as experimental verifications. From tools to determine light travel times in curved space-time to laser ranging between earth and moon and between satellites, and impacts on the definition of time scales and clock comparison techniques, a variety of effects is discussed. On the occasion of his 80-th birthday, these two volumes honor V. A. Brumberg – one of the pioneers in modern relativistic celestial mechanics. Contributions include: J. Simon, A. Fienga: Victor Brumberg and the French school of analytical celestial mechanics T. Fukushima: Elliptic functions and elliptic integrals for celestial mechanics and dynamical astronomy P. Teyssandier: New tools for determining the light travel time in static, spherically symmetric spacetimes beyond the order G2 J. Muller, L. Biskupek, F. Hofmann and E. Mai: Lunar laser ranging and relativity N. Wex: Testing relativistic celestial mechanics with radio pulsars I. Ciufolini et al.: Dragging of inertial frames, fundamental physics, and satellite laser ranging G. Petit, P. Wolf, P. Delva: Atomic time, clocks, and clock comparisons in relativistic spacetime: a review

Asteroids

Автор: Burbine
Название: Asteroids
ISBN: 1107096847 ISBN-13(EAN): 9781107096844
Издательство: Cambridge Academ
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Цена: 11563.00 р.
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Описание: A comprehensive introduction to asteroid science, summarising the astronomical and geological characteristics of asteroids. Ideal for students, researchers and professional scientists, this accessible book covers topics including asteroid and meteorite classification, observational techniques, and past, present and future space missions.

Time: From Earth Rotation to Atomic Physics

Автор: McCarthy Dennis D.
Название: Time: From Earth Rotation to Atomic Physics
ISBN: 1107197287 ISBN-13(EAN): 9781107197282
Издательство: Cambridge Academ
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Цена: 11563.00 р.
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Описание: This accessible reference presents the evolution of concepts of time and methods of time keeping, for historians, scientists, engineers, and educators. The second edition has been updated throughout to describe twentieth- and twenty-first-century advances, progress in devices, time and cosmology, the redefinition of SI units, and the future of UTC.

Astroinformatics (IAU S325)

Автор: Brescia Massimo
Название: Astroinformatics (IAU S325)
ISBN: 110716995X ISBN-13(EAN): 9781107169951
Издательство: Cambridge Academ
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Цена: 21384.00 р.
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Описание: Astronomy has become data-driven in ways that are quantitatively and qualitatively different from the past. At this pivotal time, this volume brings together astronomers involved in surveys and large simulation projects, computer scientists, data scientists, and companies, to fruitfully exchange ideas, methods, software, and technical capabilities.

Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery

Автор: Walter W. Piegorsch
Название: Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery
ISBN: 111903065X ISBN-13(EAN): 9781119030652
Издательство: Wiley
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Цена: 2685.00 р.
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Описание: Solutions Manual to accompany Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery A comprehensive introduction to statistical methods for data mining and knowledge discovery.

Data Warehousing and Knowledge Discovery

Автор: Il Yeol Song; Johann Eder; Tho Manh Nguyen
Название: Data Warehousing and Knowledge Discovery
ISBN: 3540745521 ISBN-13(EAN): 9783540745525
Издательство: Springer
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Цена: 12577.00 р.
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Описание: Constitutes the refereed proceedings of the 8th International Conference on Data Warehousing and Knowledge Discovery, DaWak 2007, held in Regensburg, Germany, September 3-7, 2007. This book presents 44 revised full papers that were reviewed and selected from 150 submissions.

Data Warehousing and Knowledge Discovery

Автор: Yahiko Kambayashi; Werner Winiwarter; Masatoshi Ar
Название: Data Warehousing and Knowledge Discovery
ISBN: 3540425535 ISBN-13(EAN): 9783540425533
Издательство: Springer
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Цена: 10480.00 р.
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Описание: The refereed proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery, 2001, cover topics including: association rules, mining temporal patterns, data mining techniques, collaborative filtering and Web mining, and visualization and matchmaking.

Research and Development in Knowledge Discovery and Data Mining

Автор: Xindong Wu; Ramamohanarao Kotagiri; Kevin B. Korb
Название: Research and Development in Knowledge Discovery and Data Mining
ISBN: 3540643834 ISBN-13(EAN): 9783540643838
Издательство: Springer
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Цена: 12157.00 р.
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Описание: This collection of papers contributes results to all aspects in knowledge discovery and data mining on the research level as well as on machine learning, information systems, the Internet, statistics, knowledge acquisition, data visualization, software re-engineering, and knowledge-based systems.


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