Big data analytics: tools and technology for effective planning
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton
CRC Press
[2018]
|
| Schriftenreihe: | Chapman & Hall / CRC big data series
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | "A Chapman & Hall Book Includes bibliographical references and index |
| Beschreibung: | xiv, 399 Seiten Illustrationen, Diagramme |
| ISBN: | 9781138032392 |
Internformat
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Datensatz im Suchindex
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| adam_text | Contents
Preface..........................................................................vii
About the Editors.................................................................ix
Contributors......................................................................xi
1. Challenges in Big Data........................................................1
Pothireddy Venkata Lakshmi Narayana Rao, Pothireddy Sim Abhilash, and PS Pavan Kumar
2. Challenges in Big Data Analytics............................................37
Balamurugan Balusamy, Vegesna Tarun Saî Varma, and Sohü Sri Mani Yeshwanth Grandhi
3. Big Data Reference Model.....................................................55
Kevin Berwind, Andrei Voronov,, Matthias Schneider; Marco Bornschlegl, Felix Engel,
Michael Kaufmann, and Matthias Hemmje
4. A Survey of Tools for Big Data Analytics....................................75
K. G. Srinivasa, Zeeshan Ahmad, Nabeel Siddiqui, and Abhishek Kumar
5. Understanding the Data Science behind Business Analytics.....................93
Mayank Mishra, Pratik Mishra, and Arun K. Somani
6. Big Data Predictive Modeling and Analytics..................................117
Mydhili K. Nair, Arjun Rao, and Mipsa Patel
7. Deep Learning for Engineering Big Data Analytics............................151
Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian,
and Soumik Sarkar
8. A Framework for Minimizing Data Leakage from Nonproduction Systems..........167
Jacqueline Copef Leandros A. Maglaras, Francois Siezoe, Feng Chen, and Helge Janicke
9. Big Data Acquisition, Preparation, and Analysis Using Apache Software
Foundation Tools.............................................................195
Gouri Ginde, Rahul Aedula, Snehanshu Saha, Archana Mathur, Sudeepa Roy Dey,
Gambhire Szvati Sampatrao, and BS Daya Sagar
10. Storing and Analyzing Streaming Data: A Big Data Challenge.................229
Devang Swami, Sampa Sahoo, and Bibhudatta Sahoo
11. Big Data Cluster Analysis: A Study of Existing Techniques and Future
Directions...................................................................247
Piyush Lakhawat and Arun K. Somani
12. Nonlinear Feature Extraction for Big Data Analytics........................267
Adil Omari, Juan José Choquehuanca Zevallos, and Roberto Diaz Morales
v
VI
Contents
13. Enhanced Feature Mining and Classifier Models to Predict Customer Churn
for an e-Retailer............................................................293
Karthik B. Subramanya and Arun K. Somani
14. Large-Scale Entity Clustering Based on Structural Similarities
within Knowledge Graphs......................................................311
Mahmoud Elbattah, Mohamed Roushdy, Mostafa Aref, and Abdel-Badeeh M. Salem
15. Big Data Analytics for Connected Intelligence with the Internet of Things...335
Mohammad Samadi Gharajeh
16. Big Data-Driven Value Chains and Digital Platforms: From Value
Co-creation to Monetization..................................................355
Roberto Moro Visconti, Alberto Larocca, and Michele Marconi
17. Distant and Close Reading of Dutch Drug Debates in Historical
Newspapers: Possibilities and Challenges of Big Data Analysis in Historical
Public Debate Research..................................................373
Berrie van der Molen and Toine Pieters
Index............................................................................391
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| spelling | Big data analytics tools and technology for effective planning edited by Arun K. Somani, Ganesh Chandra Deka Boca Raton CRC Press [2018] © 2018 xiv, 399 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Chapman & Hall / CRC big data series "A Chapman & Hall Book Includes bibliographical references and index Big Data (DE-588)4802620-7 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Big Data (DE-588)4802620-7 s DE-604 Somani, Arun K. (DE-588)184122589 edt Erscheint auch als Onlineausgabe 978-1-315-39125-0 Erscheint auch als Onlineausgabe 978-1-315-39134-3 Erscheint auch als Onlineausgabe 978-1-315-39123-6 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030132564&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Big data analytics tools and technology for effective planning |
| title_auth | Big data analytics tools and technology for effective planning |
| title_exact_search | Big data analytics tools and technology for effective planning |
| title_full | Big data analytics tools and technology for effective planning edited by Arun K. Somani, Ganesh Chandra Deka |
| title_fullStr | Big data analytics tools and technology for effective planning edited by Arun K. Somani, Ganesh Chandra Deka |
| title_full_unstemmed | Big data analytics tools and technology for effective planning edited by Arun K. Somani, Ganesh Chandra Deka |
| title_short | Big data analytics |
| title_sort | big data analytics tools and technology for effective planning |
| title_sub | tools and technology for effective planning |
| topic | Big Data (DE-588)4802620-7 gnd |
| topic_facet | Big Data Aufsatzsammlung |
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