Kernel Methods for Pattern Analysis

Nonfiction, Computers, Advanced Computing, Engineering, Optical Data Processing, Computer Vision, General Computing
Cover of the book Kernel Methods for Pattern Analysis by John Shawe-Taylor, Nello Cristianini, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: John Shawe-Taylor, Nello Cristianini ISBN: 9781139636940
Publisher: Cambridge University Press Publication: June 28, 2004
Imprint: Cambridge University Press Language: English
Author: John Shawe-Taylor, Nello Cristianini
ISBN: 9781139636940
Publisher: Cambridge University Press
Publication: June 28, 2004
Imprint: Cambridge University Press
Language: English

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so.

More books from Cambridge University Press

Cover of the book Quantum Mind and Social Science by John Shawe-Taylor, Nello Cristianini
Cover of the book An Introduction to Swaminarayan Hindu Theology by John Shawe-Taylor, Nello Cristianini
Cover of the book Preventing Regulatory Capture by John Shawe-Taylor, Nello Cristianini
Cover of the book Psychiatric and Behavioral Disorders in Intellectual and Developmental Disabilities by John Shawe-Taylor, Nello Cristianini
Cover of the book The Cambridge Companion to Religious Studies by John Shawe-Taylor, Nello Cristianini
Cover of the book Relatedness in Assisted Reproduction by John Shawe-Taylor, Nello Cristianini
Cover of the book Code-switching by John Shawe-Taylor, Nello Cristianini
Cover of the book The Cambridge Companion to To The Lighthouse by John Shawe-Taylor, Nello Cristianini
Cover of the book The Cambridge Companion to Socrates by John Shawe-Taylor, Nello Cristianini
Cover of the book Ovarian Stimulation by John Shawe-Taylor, Nello Cristianini
Cover of the book Econophysics and Companies by John Shawe-Taylor, Nello Cristianini
Cover of the book Non-State Actors, Soft Law and Protective Regimes by John Shawe-Taylor, Nello Cristianini
Cover of the book The Short Story and the First World War by John Shawe-Taylor, Nello Cristianini
Cover of the book Strategic Talent Management by John Shawe-Taylor, Nello Cristianini
Cover of the book Developing Countries and Preferential Services Trade by John Shawe-Taylor, Nello Cristianini
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy