Pattern Recognition with Support Vector Machines (English, Seong-Whan Lee | Alessandro Verri)
by Seong-Whan Lee | Alessandro Verri
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Book Details
Publisher
Springer
Language
English
ISBN-13
9783540440161
ISBN-10
354044016X
Author
Seong-Whan Lee | Alessandro Verri
About the Book
With their introduction in 1995, Support Vector Machines (SVMs) marked the beginningofanewerainthelearningfromexamplesparadigm.Rootedinthe Statistical Learning Theory developed by Vladimir Vapnik at AT&T, SVMs quickly gained attention from the pattern recognition community due to a n- beroftheoreticalandcomputationalmerits.Theseinclude, forexample, the simple geometrical interpretation of the margin, uniqueness of the solution, s- tistical robust…
ISBN: 9783540440161
ISBN-13: 9783540440161
ISBN-10: 354044016X
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Product ID: isbn-9783540440161
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