Liu / Mcgree / Ge Computational and Statistical Methods for Analysing Big Data with Applications

1. Auflage 2015
ISBN: 978-0-08-100651-1
Verlag: Morgan Kaufmann
Format: EPUB
Kopierschutz: 6 - ePub Watermark

E-Book, Englisch, 206 Seiten, Format (B × H): 152 mm x 229 mm

Computational and Statistical Methods for Analysing Big Data with Applications begins with an overview of the era of big data. It then goes on to explain different computational and statistical methods to process big data, also introducing the ways big data is analyzed in health and medical research, and then discussing how massive training data can be used in computer vision. Final sections give details on how data from mobile devices can be collected and analyzed.


- Discusses how big data is processed using computational and statistical methods
- Explains how data is analyzed in medical research
- Explores different ways of collecting data from mobile phones and how to analyze it

Autoren/Hrsg.

Liu, Shen

Mcgree, James

Ge, Zongyuan

Xie, Yang

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik

Inhaltsverzeichnis

Preface
Chapter 1. An overview of the era of big data
Chapter 2. Computational and statistical methods for processing big data
Chapter 3. Analysing big data in health and medical research
Chapter 4. Computer vision with massive training data
Chapter 5. Data from mobile devices: collection and analysis
Conclusion
Bibliography
Index

Über Autor(innen)

Ge, Zongyuan
Queensland University of Technology, Australia