Knowledge Discovery with Support Vector Machines (Wiley...

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Computers - Databases
Knowledge Discovery with Support Vector...

Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining)

Name: Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining)
ISBN: 9780470503065

Lutz H. Hamel

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An easy-to-follow introduction to support vector machinesThis book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive discussion of machine learning and goes on to cover:Knowledge discovery environmentsDescribing data mathematicallyLinear decision surfaces and functionsPerceptron learningMaximum margin classifiersSupport vector machinesElements of statistical learning theoryMulti-class classificationRegression with support vector machinesNovelty detectionComplemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses. It is also an excellent tutorial on support vector machines for professionals who are pursuing research in machine learning and related areas.

Categorie:

Computers - Databases

Tipo di contenuto:

Libri

Anno:

2009

Edizione:

Lingua:

english

Pagine:

267

ISBN 10: