[PDF] Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)

ISBN: 3319410628

Category: Tutorial


Posted on 2017-11-28, by luongquocchinh.

Description



Author: M.N. Murty | Publisher: Springer | Category: Computer Science | Language: English | Page: 95 | ISBN: 3319410628 | ISBN13: 9783319410623 |

Description: This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal solution. The weight vector associated with SVM is obtained by a linear combination of some of the boundary and noisy vectors. Further, when the data are not linearly separable, tuning the coefficient of the regularization term becomes crucial. Even though SVMs have popularized the kernel trick, in most of the practical applications that are high-dimensional, linear SVMs are popularly used. The text examines applications to social and information networks. The work also discusses another popular linear classifier, the perceptron, and compares its performance with that of the SVM in different application areas.>

DOWNLOADDownload this book
Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science).pdf
http://tezfiles.com/file/05acf33901188

Sponsored High Speed Downloads
5465 dl's @ 3724 KB/s
Download Now [Full Version]
7820 dl's @ 2325 KB/s
Download Link 1 - Fast Download
6761 dl's @ 2455 KB/s
Download Mirror - Direct Download



Search More...
[PDF] Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)

Search free ebooks in ebookee.com!


Links
Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.


Related Books

  1. Ebooks list page : 33883
  2. 2020-06-03Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)
  3. 2018-02-01[PDF] Support Vector Machines and Evolutionary Algorithms for Classification: Single or Together? - Removed
  4. 2017-11-15[PDF] Support Vector Machines and Their Application in Chemistry and Biotechnology
  5. 2017-12-24[PDF] An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
  6. 2018-09-21An Introduction to Support Vector Machines and Other Kernel-based Learning Methods, by Nello Cristianini
  7. 2018-01-07[PDF] Support Vector Machines for Pattern Classification (Advances in Computer Vision and Pattern Recognition) - Removed
  8. 2017-12-23[PDF] Support Vector Machines (Information Science and Statistics) - Removed
  9. 2017-02-09[PDF] Support Vector Machines (Information Science and Statistics)
  10. 2013-06-06An Introduction to Support Vector Machines and Other Kernel-based Learning Methods (Repost)
  11. 2007-12-18An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
  12. 2007-12-07An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
  13. 2007-12-05An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
  14. 2007-12-05An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
  15. 2007-06-13An Introduction to Support Vector Machines and Other Kernel based Learning Methods
  16. 2007-06-13An Introduction to Support Vector Machines and Other Kernel based Learning Methods
  17. 2007-05-27An Introduction to Support Vector Machines and Other Kernel-based Learning Metho
  18. 2017-12-31[PDF] Support Vector Machines Applications - Removed
  19. 2014-06-17Support Vector Machines and Evolutionary Algorithms for Classification: Single or Together? - Removed
  20. 2007-05-31An Introduction to Support Vector Machines and Other Kernel

Comments

No comments for "[PDF] Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)".


    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top