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Big data analytics : (database management systems) / edited by Conor Suarez.

Contributor(s): Suarez, Conor [editor]Material type: Text

TextPublication details: New York : Willford Press, c2016Description: vi, 240 pages : illustrations (some color) ; 29 cmISBN: 9781682851807 (Hb.)Subject(s): Big data | Data mining | Database managementLOC classification: Q76.9.B45 | .B54 2016

Contents:

Preface A big data methodology for categorising technical support requests using Hadoop and Mahout / Arantxa Duque Barrachina and Aisling O'Driscoll Cultivating a research agenda for data science / Chris A. Mattmann Airline new customer tier level forecasting for real-time resource allocation of a miles program / Jose Berengueres and Dmitry Efimov Intrusion detection and big heterogeneous data : a survey / Richard Zuech, Taghi M. Khoshgoftaar and Randall Wald A survey on platforms for big data analytics / Dilpreet Singh and Chandan K. Reddy Contextual anomaly detection framework for big sensor data / Michael A. Hayes and Miriam A.M. Capretz v-TerraFly : large scale distributed spatial data visualization with autonomic resource management / Yun Lu, Ming Zhao, Lixi Wang and Naphtali Rishe DCMS : a data analytics and management system for molecular simulation / Anand Kumar, Vladimir Grupcev, Meryem Berrada, Joseph C. Fogerty, Yi-Cheng Tu, Xingquan Zhu, Sagar A. Pandit and Yuni Xia Deep learning applications and challenges in big data analytics / Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald and Edin Muharemagic Comparative study between incremental and ensemble learning on data streams : case study / Wenyu Zang, Peng Zhang, Chuan Zhou and Li Guo Paradigm shift in big data supercomputing : dataflow vs controlflow / Nemanja Trifunovic, Veljko Milutinovic, Jakob Salom and Anton Kos A review of data mining using big data in health informatics / Matthew Herland, Taghi K. Khoshgoftaar and Randall Wald.

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Holdings
Item type	Home library	Call number	Copy number	Status	Notes	Date due	Barcode
Books	MMSU Main Library	Q76.9.B45.B54 2016 CIRC (Browse shelf(Opens below))	18-0169	Available	For Circulation		34494

Preface
A big data methodology for categorising technical support requests using Hadoop and Mahout / Arantxa Duque Barrachina and Aisling O'Driscoll
Cultivating a research agenda for data science / Chris A. Mattmann
Airline new customer tier level forecasting for real-time resource allocation of a miles program / Jose Berengueres and Dmitry Efimov
Intrusion detection and big heterogeneous data : a survey / Richard Zuech, Taghi M. Khoshgoftaar and Randall Wald
A survey on platforms for big data analytics / Dilpreet Singh and Chandan K. Reddy
Contextual anomaly detection framework for big sensor data / Michael A. Hayes and Miriam A.M. Capretz
v-TerraFly : large scale distributed spatial data visualization with autonomic resource management / Yun Lu, Ming Zhao, Lixi Wang and Naphtali Rishe
DCMS : a data analytics and management system for molecular simulation / Anand Kumar, Vladimir Grupcev, Meryem Berrada, Joseph C. Fogerty, Yi-Cheng Tu, Xingquan Zhu, Sagar A. Pandit and Yuni Xia
Deep learning applications and challenges in big data analytics / Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald and Edin Muharemagic
Comparative study between incremental and ensemble learning on data streams : case study / Wenyu Zang, Peng Zhang, Chuan Zhou and Li Guo
Paradigm shift in big data supercomputing : dataflow vs controlflow / Nemanja Trifunovic, Veljko Milutinovic, Jakob Salom and Anton Kos
A review of data mining using big data in health informatics / Matthew Herland, Taghi K. Khoshgoftaar and Randall Wald.

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