Pattern Recognition: Concepts, Methods and Applications

en Limba Engleză Hardback – 13 aug 2001

The book provides a comprehensive view of Pattern Recognition concepts and methods, illustrated with real-life applications in several areas. It is appropriate as a textbook of Pattern Recognition courses and also for professionals and researchers who need to apply Pattern Recognition techniques. These are explained in a unified an innovative way, with multiple examples enhacing the clarification of concepts and the application of methods. Recent methods and results in Pattern Recognition are also presented in a clear way. A CD-ROM offered with the book includes datasets and software tools, making it easier for the reader to follow the taught matters in a hands-on fashion right from the start.

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Specificații

ISBN-13: 9783540422976
ISBN-10: 3540422978
Pagini: 318
Dimensiuni: 160 x 241 x 18 mm
Greutate: 0.63 kg
Editura: Springer Verlag
Colecția Springer
Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Graduate

Cuprins

Basic Notions.- Pattern Discrimination.- Data Clustering.- Statistical Classification.- Neural Networks.- Structural Pattern Recognition.- Appendix A - CD Datatsets.- Appendix B - CD Tools.- Appendix C - Orthonormal Transformation.- Index.

Descriere

Recenzii

From the reviews of the first edition:
"The book gives an overview about the wide field of pattern recognition. … The book is primarily addressed to undergraduate and graduate students of engineering and computer science courses. It gives a good introduction into the field of clustering and pattern recognition." (Hans-Peter Altenburg, Zentralblatt MATH, Vol. 1009, 2003)
"‘Patern Recognition’ presents methods and techniques that are suitable for practical application in areas including robot assisted manufacture, medical diagnostic systems, forecast of economic variables, exploration of Earth’s resources, and satellite data analysis. … This book provides comprehensive, non-specialist coverage of pattern recognition. Although primarily aimed at undergraduate and graduate engineering and computer science students, its clear and practical coverage also makes it suitable for physicians, biologists, geologists and economists." (Assembly Automation, Vol. 22 (4), 2002)

Textul de pe ultima copertă

The book provides a comprehensive view of Pattern Recognition concepts and methods, illustrated with real-life applications in several areas (e.g. engineering, medicine, economy, geology). It is appropriate as a textbook of Pattern Recognition courses and also for professionals and researchers who need to apply Pattern Recognition techniques. These are explained in a unified and innovative way, with multiple examples enhancing the clarification of concepts and the application of methods. Recent results in the main Pattern Recognition areas (Statistical Classification, Neural Networks and Structural Recognition) are presented. A CD offered with the book includes datasets and software tools, making it easier for the reader to follow the taught matters in a hands-on fashion right from the start.

Caracteristici

Unifying approach describing all relevant and recent methods Real-life problems in engineering, medicine, economy, geology solved in detail Guidance how to design PR systems and use software tools in practical applications Mathematics made easy CD-ROM with solved exercises and important software tools Includes supplementary material: sn.pub/extras

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