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Advances in Intelligent Systems and Computing

Soft Computing in Big Data Processing

Editors: Lee, Keon Myung, Park, Seung-Jong, Lee, Jee-Hyong (Eds.)

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  • Recent research in soft computing in big-data processing
  • Scientific outcome of the 14th International Symposium on Advanced Intelligent Systems (ISIS2013), held on November 13 - 16, 2013 at PaiChai University in Daejeon, Korea focusing on Soft Computing in Big Data Processing
  • Written by experts in the field
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About this book

Big data is an essential key to build a smart world as a meaning of the streaming, continuous integration of large volume and high velocity data covering from all sources to final destinations. The big data range from data mining, data analysis and decision making, by drawing statistical rules and mathematical patterns through systematical or automatically reasoning. The big data helps serve our life better, clarify our future and deliver greater value. We can discover how to capture and analyze data. Readers will be guided to processing system integrity and implementing intelligent systems. With intelligent systems, we deal with the fundamental data management and visualization challenges in effective management of dynamic and large-scale data, and efficient processing of real-time and spatio-temporal data. Advanced intelligent systems have led to managing the data monitoring, data processing and decision-making in realistic and effective way. Considering a big size of data, variety of data and frequent changes of data, the intelligent systems basically challenge new data management tasks for integration, visualization, querying and analysis. Connected with powerful data analysis, the intelligent systems will provide a paradigm shift from conventional store and process systems. This book focuses on taking a full advantage of big data and intelligent systems processing. It consists of 11 contributions that feature extraction of minority opinion, method for reusing an application, assessment of scientific and innovative projects, multi-voxel pattern analysis, exploiting No-SQL DB, materialized view, TF-IDF criterion, latent Dirichlet allocation, technology forecasting, small world network, and classification & regression tree structure. This edition is published in original, peer reviewed contributions covering from initial design to final prototypes and authorization.

Table of contents (11 chapters)

Table of contents (11 chapters)
  • Extraction of Minority Opinion Based on Peculiarity in a Semantic Space Constructed of Free Writing

    Pages 1-10

    Saitoh, Fumiaki (et al.)

  • System and Its Method for Reusing an Application

    Pages 11-18

    Kim, Kwang-Yong (et al.)

  • Assessment of Scientific and Innovative Projects: Mathematical Methods and Models for Management Decisions

    Pages 19-28

    Mutanov, Galim (et al.)

  • Multi-Voxel Pattern Analysis of fMRI Based on Deep Learning Methods

    Pages 29-38

    Hatakeyama, Yutaka (et al.)

  • Exploiting No-SQL DB for Implementing Lifelog Mashup Platform

    Pages 39-49

    Takahashi, Kohei (et al.)

Buy this book

eBook $149.00
price for USA in USD
  • ISBN 978-3-319-05527-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $199.99
price for USA in USD
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Soft Computing in Big Data Processing
Editors
  • Keon Myung Lee
  • Seung-Jong Park
  • Jee-Hyong Lee
Series Title
Advances in Intelligent Systems and Computing
Series Volume
271
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-05527-5
DOI
10.1007/978-3-319-05527-5
Softcover ISBN
978-3-319-05526-8
Series ISSN
2194-5357
Edition Number
1
Number of Pages
X, 111
Number of Illustrations
44 b/w illustrations
Topics