Springer
Pattern Recognition with Support Vector Machines (English, Seong-Whan Lee | Alessandro Verri)
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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
Book Specifications
| ISBN-13 | 9783540440161 |
| ISBN-10 | 354044016X |
| Publisher | Springer |
| Category | Springer |
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