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portada Dissimilarity Representation for Pattern Recognition, The: Foundations and Applications
Type
Physical Book
Author
Publisher
Year
2005
Language
English
Pages
636
Format
Hardcover
Dimensions
23.7x16.2x3.8 cm
Weight
1.05 kg.
ISBN
9812565302
ISBN13
9789812565303
Categories

Dissimilarity Representation for Pattern Recognition, The: Foundations and Applications

Robert P. W. Duin (Author) · Elzbieta Pekalska (Author) · World Scientific Publishing Company · Hardcover

Dissimilarity Representation for Pattern Recognition, The: Foundations and Applications - Duin, Robert P. W. ; Pekalska, Elzbieta

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Delivery: 14 Oct - 22 Oct Shipping: 12 to 13 business days.
NT$ 10,958
NT$ 10,958

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Synopsis "Dissimilarity Representation for Pattern Recognition, The: Foundations and Applications"

This book provides a fundamentally new approach to pattern recognition in which objects are characterized by relations to other objects instead of by using features or models. This 'dissimilarity representation' bridges the gap between the traditionally opposing approaches of statistical and structural pattern recognition.Physical phenomena, objects and events in the world are related in various and often complex ways. Such relations are usually modeled in the form of graphs or diagrams. While this is useful for communication between experts, such representation is difficult to combine and integrate by machine learning procedures. However, if the relations are captured by sets of dissimilarities, general data analysis procedures may be applied for analysis.With their detailed description of an unprecedented approach absent from traditional textbooks, the authors have crafted an essential book for every researcher and systems designer studying or developing pattern recognition systems.

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