Knowledge Discovery with Support Vector Machines

Knowledge Discovery with Support Vector Machines
Author :
Publisher : John Wiley & Sons
Total Pages : 211
Release :
ISBN-10 : 9781118211038
ISBN-13 : 1118211030
Rating : 4/5 (030 Downloads)

Book Synopsis Knowledge Discovery with Support Vector Machines by : Lutz H. Hamel

Download or read book Knowledge Discovery with Support Vector Machines written by Lutz H. Hamel and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: An easy-to-follow introduction to support vector machines This 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 environments Describing data mathematically Linear decision surfaces and functions Perceptron learning Maximum margin classifiers Support vector machines Elements of statistical learning theory Multi-class classification Regression with support vector machines Novelty detection Complemented 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.


Knowledge Discovery with Support Vector Machines Related Books

Knowledge Discovery with Support Vector Machines
Language: en
Pages: 211
Authors: Lutz H. Hamel
Categories: Computers
Type: BOOK - Published: 2011-09-20 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only fr
Machine-aided Linguistic Discovery
Language: en
Pages: 0
Authors: Vladimir Pericliev
Categories: Computational linguistics
Type: BOOK - Published: 2010 - Publisher: Equinox Publishing (UK)

DOWNLOAD EBOOK

Solving linguistic problems not infrequently is reduced to carrying out tasks that are computationally complex and therefore requires automation. In such situat
Knowledge Guided Machine Learning
Language: en
Pages: 442
Authors: Anuj Karpatne
Categories: Business & Economics
Type: BOOK - Published: 2022-08-15 - Publisher: CRC Press

DOWNLOAD EBOOK

Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based model
Industrial Applications of Machine Learning
Language: en
Pages: 349
Authors: Pedro LarraƱaga
Categories: Business & Economics
Type: BOOK - Published: 2018-12-12 - Publisher: CRC Press

DOWNLOAD EBOOK

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and pr
Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Language: en
Pages: 489
Authors: Ashok N. Srivastava
Categories: Computers
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

DOWNLOAD EBOOK

This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineere