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Auteur : Jürgen Schürmann
Catégorie : Livres anglais et étrangers,Computers & Internet,Programming
Broché : * pages
Éditeur : *
Langue : Français, Anglais

PATTERN CLASSIFICATION a unified view of statistical and neural approaches The product of years of research and practical experience inpattern classification, this book offers a theory–based engineeringperspective on neural networks and statistical patternclassification. Pattern Classification sheds new light on therelationship between seemingly unrelated approaches to patternrecognition, including statistical methods, polynomial regression,multilayer perceptron, and radial basis functions. Important topicssuch as feature selection, reject criteria, classifier performancemeasurement, and classifier combinations are fully covered, as wellas material on techniques that, until now, would have required anextensive literature search to locate. A full program ofillustrations, graphs, and examples helps make the operations andgeneral properties of different classification approachesintuitively understandable. Offering a lucid presentation of complex applications and theiralgorithms, Pattern Classification is an invaluable resource forresearchers, engineers, and graduate students in this rapidlydeveloping field.

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IEEE Transactions on Pattern Analysis and Machine ~ IEEE Transactions on Pattern Analysis and Machine Intelligence. The IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) is published monthly.

STATISTICAL METHODS ~ STATISTICAL METHODS 1 STATISTICAL METHODS Arnaud Delorme, Swartz Center for Computational Neuroscience, INC, University of San Diego California, CA92093-0961, La Jolla, USA. Email: arno@salk.edu. Keywords: statistical methods, inference, models, clinical, software, bootstrap, resampling, PCA, ICA Abstract: Statistics represents that body of methods by which characteristics of a population are .

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بازشناخت الگو - ویکی‌پدیا، دانشنامهٔ آزاد ~ Applied Pattern Recognition: A Practical Introduction . ISBN 3-528-15558-2. Schuermann, Juergen (1996). Pattern Classification: A Unified View of Statistical and Neural Approaches. New York: Wiley. ISBN 0-471-13534-8. Godfried T. Toussaint, ed. (1988). Computational Morphology. Amsterdam: North-Holland Publishing Company. Kulikowski, Casimir A.; Weiss, Sholom M. (1991). Computer Systems That .

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การรู้จำแบบ - วิกิพีเดีย ~ J. Schuermann: Pattern Classification: A Unified View of Statistical and Neural Approaches, Wiley&Sons, 1996, ISBN 0-471-13534-8 K. Fukunaga Statistical Pattern Recognition , Academic Press, 1991 Julius T. Tou, Rafael C. Gonzalez Pattern Recognition Principles Addison-Wesley, Massachusetts, 1974

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模式识别 - 维基百科，自由的百科全书 ~ Hornegger, Joachim; Paulus, Dietrich W. R. Applied Pattern Recognition: A Practical Introduction to Image and Speech Processing in C++ 2nd. San Francisco: Morgan Kaufmann Publishers. 1999. ISBN 3-528-15558-2. Schuermann, Juergen. Pattern Classification: A Unified View of Statistical and Neural Approaches. New York: Wiley. 1996. ISBN 0-471-13534-8.

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