Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Buy

Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)―classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs since optimization is one of the pillars on which SVMs are built.

The authors share insight on many of their research achievements. They give a precise interpretation of statistical leaning theory for C-support vector classification. They also discuss regularized twin SVMs for binary classification problems, SVMs for solving multi-classification problems based on ordinal regression, SVMs for semi-supervised problems, and SVMs for problems with perturbations.

To improve readability, concepts, methods, and results are introduced graphically and with clear explanations. For important concepts and algorithms, such as the Crammer-Singer SVM for multi-class classification problems, the text provides geometric interpretations that are not depicted in current literature.

Enabling a sound understanding of SVMs, this book gives beginners as well as more experienced researchers and engineers the tools to solve real-world problems using SVMs.

(HTML tags aren't allowed.)

Novel Algorithms and Techniques in Telecommunications and Networking
Novel Algorithms and Techniques in Telecommunications and Networking

Novel Algorithms and Techniques in Telecommunications and Networking includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Industrial Electronics, Technology and Automation, Telecommunications and Networking. Novel Algorithms and Techniques in...

Beginning Perl (Programmer to Programmer)
Beginning Perl (Programmer to Programmer)

Perl is an immensely popular scripting language that combines the best features of C, key UNIX utilities and a powerful use of regular expressions. It has a wide range of uses beyond simple text processing and is commonly used for web programming - creating and parsing CGI forms, validating HTML syntax and hyperlinks - as well as e-mail and...

Problem Solving with C++
Problem Solving with C++
This book is meant to be used in a first course in programming and computer science using the C++ language. It assumes no previous programming experience and no mathematics beyond high school algebra.

If you have used the previous edition of this book, you should read the following section that explains the changes
...

VBA for Modelers: Developing Decision Support Systems (with Microsoft Office Excel Printed Access Card)
VBA for Modelers: Developing Decision Support Systems (with Microsoft Office Excel Printed Access Card)
Chris Albright's VBA FOR MODELERS, 4TH EDITION is an essential tool for helping you learn to use Visual Basic for Applications (VBA) as a means to automate common spreadsheet tasks, as well as to create sophisticated management science applications. VBA is the programming language for Microsoft Office. VBA FOR MODELERS contains two parts....
Image Processing: Tensor Transform and Discrete Tomography with MATLAB ®
Image Processing: Tensor Transform and Discrete Tomography with MATLAB ®

Focusing on mathematical methods in computer tomography, Image Processing: Tensor Transform and Discrete Tomography with MATLAB® introduces novel approaches to help in solving the problem of image reconstruction on the Cartesian lattice. Specifically, it discusses methods of image processing along...

Extending Acrobat Forms with JavaScript
Extending Acrobat Forms with JavaScript

Unlike other books on JavaScript, which explain how to write JavaScript programs for the Web, Extending Acrobat Forms with JavaScript is the first and only book to explain how to use JavaScript to create sophisticated, interactive documents in Adobe Acrobat. Acrobat expert John Deubert teaches JavaScript programming...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy