Pattern Recognition And Big Data

Sankar Kumar Pal, Amita Pal (Herausgeber)

Buch | Hardcover

876 Seiten

2017
World Scientific Publishing Co Pte Ltd (Verlag)
9789813144545 (ISBN)

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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.

Erscheinungsdatum	10.02.2017
Verlagsort	Singapore
Sprache	englisch
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-13	9789813144545 / 9789813144545
Zustand	Neuware