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Mining of massive datasets
Authors: --- ---
ISBN: 1316147312 1316147045 113992480X Year: 2014 Publisher: Cambridge : Cambridge University Press,

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Abstract

Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets and clustering. This second edition includes new and extended coverage on social networks, machine learning and dimensionality reduction.

Keywords

Data mining. --- Big data.


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Big Data (BigData Congress), 2014 IEEE International Congress on
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ISBN: 1479950564 1479950580 1479950572 9781479950577 Year: 2014 Publisher: Piscataway, New Jersey : IEEE,

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Big data.


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ICDM 2014 : 14th IEEE International Conference on Data Mining : proceedings : 14-17 December 2014, Shenzhen, China
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ISBN: 1479943037 1479943010 1479943029 Year: 2014 Publisher: Los Alamitos, California : IEEE Computer Society,

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Data mining


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2014 International Symposium on Biometrics and Security Technologies (ISBAST) : 26-27 Aug. 2014, Kuala Lumpur, Malaysia
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ISBN: 1479964433 147996445X 1479964441 Year: 2014 Publisher: Piscataway, New Jersey : IEEE,

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Biometric and security technologies are the key components for providing reliable solution against cyber terrorism or damage in order to improve the nation safety Biometric provides methods to identify the uniqueness of each individual identity Therefore with biometric solution, scientists are able to determine ways to accurately identify people based upon their physical and behavioral characteristics However, improvements in biometric equipment, interoperability and database accuracy are crucial for nation safety This is also applied for other security technology solutions ISBAST2014 provides researchers with an excellent platform for dissemination of latest research findings and the state of practice in the areas of biometric and security technologies This conference covers areas such as biometric, forensic, cloud computing, network security and cybersecurity However, the scope is not limited to the aforementioned areas ISBAST2014 enables participants to learn the latest tre.

Keywords

Data protection


Book
Simulation Conference (WSC), 2014 Winter
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ISBN: 1479974846 1479974870 1479974862 9781479974863 Year: 2014 Publisher: Piscataway, New Jersey : IEEE,

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WSC is the premier international forum for disseminating recent advances in the field of system simulation In addition to a technical program of unsurpassed scope and quality, WSC provides the central meeting for practitioners, researchers, and vendors.


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ICDMW 2014 : 14th IEEE International Conference on Data Mining Workshops : proceedings : 14 December 2014, Shenzhen, China
Authors: --- ---
ISBN: 1479942758 1479942731 147994274X Year: 2014 Publisher: Los Alamitos, California : IEEE Computer Society,

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Keywords

Data mining


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Big Data : 2014 IEEE International Conference on Big Data : 27-30 October 2014, Washington, DC, USA
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ISBN: 1479956678 147995666X Year: 2014 Publisher: Piscataway, New Jersey : Institute of Electrical and Electronics Engineers,

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Computational Intelligence in Big Data (CIBD), 2014 IEEE Symposium on
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ISBN: 1479945390 1479945404 Year: 2014 Publisher: Piscataway, N.J. : IEEE,

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2014 IEEE 4th Workshop on Mining Unstructured Data (MUD 2014) : Victoria, British Columbia, Canada, 30 September 2014.
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ISBN: 1479967947 1479967939 9781479967933 Year: 2014 Publisher: IEEE

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Keywords

Data mining


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Services Computing Conference (APSCC), 2014 Asia-Pacific
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ISBN: 1479970654 1479970646 9781479970643 Year: 2014 Publisher: Piscataway, New Jersey : Institute of Electrical and Electronics Engineers,

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Keywords

Big data

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