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Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

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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.

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Handbook of Virtual Humans
Handbook of Virtual Humans
Virtual Humans simulations are becoming increasingly popular and many systems are now available to animate Virtual Humans. Such systems encompass several different domains including autonomous agents in virtual environments, human factors analysis, training, education, virtual prototyping, simulation–based design and entertainment.

At...

Quantum Mechanics: Concepts and Applications
Quantum Mechanics: Concepts and Applications
"...combines essential theory with many practical applications, illustrated with numerous examples and solved problems." (SciTech Book News, Vol. 26, No. 2, June 2002) --This text refers to an out of print or unavailable edition of this title.

Quantum Mechanics: Concepts and Applications provides a
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Irreversible Phenomena: Ignitions, Combustion and Detonation Waves
Irreversible Phenomena: Ignitions, Combustion and Detonation Waves

Ideals are simple and able to be easily understood, but never exist in reality.

In this book a theory based on the second law of thermodynamics and its applications are described. In thermodynamics there is a concept of an ideal gas which satisfies a mathematical formula PV = RT. This formula can approximately be applied to the...


Beginning Python Visualization: Crafting Visual Transformation Scripts
Beginning Python Visualization: Crafting Visual Transformation Scripts

We are visual animals. But before we can see the world in its true splendor, our brains, just like our computers, have to sort and organize raw data, and then transform that data to produce new images of the world. Beginning Python Visualization: Crafting Visual Transformation Scripts, Second Edition discusses turning many types of...

France (Rough Guides)
France (Rough Guides)

The Rough Guide to France is your definitive handbook to one of Europe''s most beautiful countries. From Bastille Day celebrations and the spectacular Amiens cathedral to wintersports in the Alps and the famous Tour de France, this guide captures all of France''s highlights in a full colour introduction. The top hotels, bars...

J Is for Jazz
J Is for Jazz

Winner 2015 Annual American Graphic Design Award! The perfect way to introduce children to a truly American art form, and a work of art in its own right, J Is for Jazz is the cat's pajamas for all readers-little finger zingers through grown-up cats!

Be-bopping, lyrical introductions to key jazz figures, locations,...

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