Astronomical Data Analysis Software And Systems Xiv
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Astronomical Data Analysis Software And Systems Xiv
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Author : Patrick L. Shopbell
language : en
Publisher:
Release Date : 2005
Astronomical Data Analysis Software And Systems Xiv written by Patrick L. Shopbell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computers categories.
Astronomical Data Analysis Software And Systems Xiv
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Author : Patrick L. Shopbell
language : en
Publisher:
Release Date : 2005
Astronomical Data Analysis Software And Systems Xiv written by Patrick L. Shopbell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computers categories.
Astronomical Data Analysis Software And Systems Iv
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Author : Richard A. Shaw
language : en
Publisher:
Release Date : 1995
Astronomical Data Analysis Software And Systems Iv written by Richard A. Shaw and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Science categories.
Astronomical Data Analysis Software And Systems Xi
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Author : David A. Bohlender
language : en
Publisher:
Release Date : 2002
Astronomical Data Analysis Software And Systems Xi written by David A. Bohlender and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Astronomy categories.
Astronomy And Big Data
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Author : Kieran Jay Edwards
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-04-12
Astronomy And Big Data written by Kieran Jay Edwards 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 2014-04-12 with Technology & Engineering categories.
With the onset of massive cosmological data collection through media such as the Sloan Digital Sky Survey (SDSS), galaxy classification has been accomplished for the most part with the help of citizen science communities like Galaxy Zoo. Seeking the wisdom of the crowd for such Big Data processing has proved extremely beneficial. However, an analysis of one of the Galaxy Zoo morphological classification data sets has shown that a significant majority of all classified galaxies are labelled as “Uncertain”. This book reports on how to use data mining, more specifically clustering, to identify galaxies that the public has shown some degree of uncertainty for as to whether they belong to one morphology type or another. The book shows the importance of transitions between different data mining techniques in an insightful workflow. It demonstrates that Clustering enables to identify discriminating features in the analysed data sets, adopting a novel feature selection algorithms called Incremental Feature Selection (IFS). The book shows the use of state-of-the-art classification techniques, Random Forests and Support Vector Machines to validate the acquired results. It is concluded that a vast majority of these galaxies are, in fact, of spiral morphology with a small subset potentially consisting of stars, elliptical galaxies or galaxies of other morphological variants.
Knowledge Discovery In Big Data From Astronomy And Earth Observation
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Author : Petr Skoda
language : en
Publisher: Elsevier
Release Date : 2020-04-10
Knowledge Discovery In Big Data From Astronomy And Earth Observation written by Petr Skoda and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-10 with Computers categories.
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. - Addresses both astronomy and geosciences in parallel, from a big data perspective - Includes introductory information, key principles, applications and the latest techniques - Well-supported by computing and information science-oriented chapters to introduce the necessary knowledge in these fields
Big Data And Analytics Applications In Government
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Author : Gregory Richards
language : en
Publisher: CRC Press
Release Date : 2017-09-18
Big Data And Analytics Applications In Government written by Gregory Richards and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-18 with Business & Economics categories.
Within this context, big data analytics (BDA) can be an important tool given that many analytic techniques within the big data world have been created specifically to deal with complexity and rapidly changing conditions. The important task for public sector organizations is to liberate analytics from narrow scientific silos and expand it across internally to reap maximum benefit across their portfolios of programs. This book highlights contextual factors important to better situating the use of BDA within government organizations and demonstrates the wide range of applications of different BDA techniques. It emphasizes the importance of leadership and organizational practices that can improve performance. It explains that BDA initiatives should not be bolted on but should be integrated into the organization’s performance management processes. Equally important, the book includes chapters that demonstrate the diversity of factors that need to be managed to launch and sustain BDA initiatives in public sector organizations.
Next Generation Of Data Mining
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Author : Hillol Kargupta
language : en
Publisher: CRC Press
Release Date : 2008-12-24
Next Generation Of Data Mining written by Hillol Kargupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-24 with Computers categories.
Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.Gathering perspectives from top experts across different di
Scalable Interactive Visualization
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Author : Achim Ebert
language : en
Publisher: MDPI
Release Date : 2018-05-08
Scalable Interactive Visualization written by Achim Ebert and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-08 with Technology & Engineering categories.
This book is a printed edition of the Special Issue "Scalable Interactive Visualization" that was published in Informatics
Healthgrid Applications And Core Technologies
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Author : Tony Solomonides
language : en
Publisher: IOS Press
Release Date : 2010
Healthgrid Applications And Core Technologies written by Tony Solomonides and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Medical categories.
This book presents the proceedings of HealthGrid 2010, the latest in the annual open forum for the integration of grid technologies, e science and e health methods and their application in biomedicine and healthcare. Previous conferences have highlighted the need to involve all actors, such as physicians, scientists and technologists, and have served to demonstrate the usefulness of grids to potential application domains, at least at the prototype level. More recently, cloud computing seems set to make an impact as a paradigm more readily acceptable in the practice of healthcare informatics, whilst grids may remain the infrastructure of choice for researchers. Included in this volume are the 19 papers selected after review from 42 original submissions for full presentation at the 2010 conference. Additional papers, presented as posters at the conference, are reproduced here in shorter form. The book has four sections: section one contains four papers under the broad heading of `Socio Economic Aspects and Accessibility', section two: `Future of Grids, Core Technologies & Data Integration', consists of nine papers and section three comprises a further six papers covering `Applications'. Section four includes the `Poster Extended Abstracts'. Of interest to grid middleware and healthgrid application developers, ethicists, security experts and policy makers as well as all users of biomedical and health informatics, this book provides an overview of current trends and developments in this increasingly important field of healthcare.