Handbook of Massive Data Sets

Handbook of Massive Data Sets
Author :
Publisher : Springer
Total Pages : 1209
Release :
ISBN-10 : 9781461500056
ISBN-13 : 1461500052
Rating : 4/5 (56 Downloads)

Book Synopsis Handbook of Massive Data Sets by : James Abello

Download or read book Handbook of Massive Data Sets written by James Abello and published by Springer. This book was released on 2013-12-21 with total page 1209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proliferation of massive data sets brings with it a series of special computational challenges. This "data avalanche" arises in a wide range of scientific and commercial applications. With advances in computer and information technologies, many of these challenges are beginning to be addressed by diverse inter-disciplinary groups, that indude computer scientists, mathematicians, statisticians and engineers, working in dose cooperation with application domain experts. High profile applications indude astrophysics, bio-technology, demographics, finance, geographi cal information systems, government, medicine, telecommunications, the environment and the internet. John R. Tucker of the Board on Mathe matical Seiences has stated: "My interest in this problern (Massive Data Sets) isthat I see it as the rnost irnportant cross-cutting problern for the rnathernatical sciences in practical problern solving for the next decade, because it is so pervasive. " The Handbook of Massive Data Sets is comprised of articles writ ten by experts on selected topics that deal with some major aspect of massive data sets. It contains chapters on information retrieval both in the internet and in the traditional sense, web crawlers, massive graphs, string processing, data compression, dustering methods, wavelets, op timization, external memory algorithms and data structures, the US national duster project, high performance computing, data warehouses, data cubes, semi-structured data, data squashing, data quality, billing in the large, fraud detection, and data processing in astrophysics, air pollution, biomolecular data, earth observation and the environment.


Handbook of Massive Data Sets Related Books

Handbook of Massive Data Sets
Language: en
Pages: 1209
Authors: James Abello
Categories: Computers
Type: BOOK - Published: 2013-12-21 - Publisher: Springer

DOWNLOAD EBOOK

The proliferation of massive data sets brings with it a series of special computational challenges. This "data avalanche" arises in a wide range of scientific a
Mining of Massive Datasets
Language: en
Pages: 480
Authors: Jure Leskovec
Categories: Computers
Type: BOOK - Published: 2014-11-13 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.
Handbook of Statistical Analysis and Data Mining Applications
Language: en
Pages: 824
Authors: Ken Yale
Categories: Mathematics
Type: BOOK - Published: 2017-11-09 - Publisher: Elsevier

DOWNLOAD EBOOK

Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, sci
Handbook of Big Data
Language: en
Pages: 480
Authors: Peter Bühlmann
Categories: Business & Economics
Type: BOOK - Published: 2016-02-22 - Publisher: CRC Press

DOWNLOAD EBOOK

Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics
Bad Data Handbook
Language: en
Pages: 265
Authors: Q. Ethan McCallum
Categories: Computers
Type: BOOK - Published: 2012-11-07 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

What is bad data? Some people consider it a technical phenomenon, like missing values or malformed records, but bad data includes a lot more. In this handbook,