Pattern Recognition And Big Data

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Big Data
Bioinformatics
Biometry
Category=UNA
Category=UYQP
Cognitive Machine
Computer Vision
Data Mining
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Evolutionary Computation
Fuzzy Sets
Granular Computing
Image Processing
Machine Learning
Neural Networks
Pattern Recognition
Remote Sensing
Rough Sets
Social Networks
Soft Computing

Product details

  • ISBN 9789813144545
  • Publication Date: 03 Feb 2017
  • Publisher: World Scientific Publishing Co Pte Ltd
  • Publication City/Country: SG
  • Product Form: Hardback
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Containing twenty six contributions by experts from all over the world, this book presents both research and review material describing the evolution and recent developments of various pattern recognition methodologies, ranging from statistical, linguistic, fuzzy-set-theoretic, neural, evolutionary computing and rough-set-theoretic to hybrid soft computing, with significant real-life applications.Pattern Recognition and Big Data provides state-of-the-art classical and modern approaches to pattern recognition and mining, with extensive real life applications. The book describes efficient soft and robust machine learning algorithms and granular computing techniques for data mining and knowledge discovery; and the issues associated with handling Big Data. Application domains considered include bioinformatics, cognitive machines (or machine mind developments), biometrics, computer vision, the e-nose, remote sensing and social network analysis.