Frontiers In Massive Data Analysis

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Frontiers In Massive Data Analysis

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Author : National Research Council
language : en
Publisher: National Academies Press
Release Date : 2013-10-03

Frontiers In Massive Data Analysis written by National Research Council and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-03 with Mathematics categories.

Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.

Computational Intelligence For Big Data Analysis

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Author : D.P. Acharjya
language : en
Publisher: Springer
Release Date : 2015-04-21

Computational Intelligence For Big Data Analysis written by D.P. Acharjya and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-21 with Technology & Engineering categories.

The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The theoretical advancements are supported with illustrative examples and its applications in handling real life problems. The applications are mostly undertaken from real life situations. The book discusses major issues pertaining to big data analysis using computational intelligence techniques and some issues of cloud computing. An elaborate bibliography is provided at the end of each chapter. The material in this book includes concepts, figures, graphs, and tables to guide researchers in the area of big data analysis and cloud computing.

Issues In Science And Technology

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Author :
language : en
Publisher:
Release Date : 2013

Issues In Science And Technology written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Electronic journals categories.

Proceedings Of The Third International Conference On Knowledge Discovery And Data Mining

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Author : David Heckerman
language : en
Publisher:
Release Date : 1997

Proceedings Of The Third International Conference On Knowledge Discovery And Data Mining written by David Heckerman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computers categories.

Data Analysis In Astronomy Ii

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Author : V. di Gesù
language : en
Publisher: Springer
Release Date : 1986-12-31

Data Analysis In Astronomy Ii written by V. di Gesù and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986-12-31 with Science categories.

The II international workshop on "Data Analysis in Astronomy" was intended to provide an overview on the state of the art and the trend in data analy sis and image processing in the context of their applications in Astronomy. The need for the organization of a second workshop in this subject derived from the steady. growing and development in the field and from the increasing cross-interaction between methods, technology and applications in Astronomy. The book is organized in four main sections: - Data Analysis Methodologies - Data Handling and Systems dedicated to Large Experiments - Parallel Processing - New Developments The topics which have been selected cover some of the main fields in data analysis in Astronomy. Methods that provide a major contribution to the physical interpretation of the data have been considered. Attention has been devoted to the description of the data analysis and handling organization in very large experiments. A review of the current major satellite and ground based experiments has been included. At the end of the book the following 'Panel Discussions' are included: - Data Analysis Trend in Optical and Radio Astronomy - Data Analysis Trend in X and Gamma Astronomy - Problems and Solutions in the Design of Very Large Experiments - Trend on Parallel Processing Algorithms These contributions in a sense summarize the 'live' reaction of the audience to the various topics.

Proceedings Of The Thirteenth International Conference On Very Large Data Bases

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Author : P. Hammersley
language : en
Publisher:
Release Date : 1987

Proceedings Of The Thirteenth International Conference On Very Large Data Bases written by P. Hammersley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Data base management categories.

Frontiers Of Earth Sciences To The Year 2000

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Author :
language : en
Publisher:
Release Date : 1989

Frontiers Of Earth Sciences To The Year 2000 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Reference categories.

Frontiers In Data Science

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Author : Matthias Dehmer
language : en
Publisher: CRC Press
Release Date : 2017-10-16

Frontiers In Data Science written by Matthias Dehmer and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-16 with Business & Economics categories.

Frontiers in Data Science deals with philosophical and practical results in Data Science. A broad definition of Data Science describes the process of analyzing data to transform data into insights. This also involves asking philosophical, legal and social questions in the context of data generation and analysis. In fact, Big Data also belongs to this universe as it comprises data gathering, data fusion and analysis when it comes to manage big data sets. A major goal of this book is to understand data science as a new scientific discipline rather than the practical aspects of data analysis alone.

Proceedings Very Large Data Bases

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Author :
language : en
Publisher:
Release Date : 1987

Proceedings Very Large Data Bases written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Database management categories.

Mathematical Reviews

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Author :
language : en
Publisher:
Release Date : 2004

Mathematical Reviews written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Mathematics categories.