Electronic Books

Total Books: 41 - 52 /52
978-3-540-87481-2
Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part II

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ...

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978-0-387-69942-4
Machine Learning for Multimedia Content Analysis

Challenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia ...

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978-3-540-31692-3
Machine Learning: ECML 2005

The European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery ...

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978-3-540-46056-5
Machine Learning: ECML 2006

This book constitutes the refereed proceedings of the 17th European Conference on Machine Learning, ECML 2006, held in Berlin, ...

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978-0-387-78189-1
Modern Multivariate Statistical Techniques : Regression, Classification, and Manifold Learning

Remarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the ...

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978-3-540-33019-6
Multi-Objective Machine Learning

This monograph presents a selected collection of research work on multi-objective approach to machine learning, including ...

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978-3-540-75390-2
Rule Extraction from Support Vector Machines

This book provides an overview of the field and introduces a number of different approaches to extracting rules from support ...

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978-0-387-69935-6
Soft Computing for Knowledge Discovery and Data Mining

The first three parts of this book are devoted to the principal constituents of soft computing: neural networks, evolutionary ...

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978-0-387-77501-2
Statistical Learning from a Regression Perspective

Statistical Learning from a Regression Perspective considers statistical learning applications when interest centers on the ...

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978-3-540-27395-0
Statistical Tools for Finance and Insurance

Statistical Tools in Finance and Insurance presents ready-to-use solutions, theoretical developments and method construction ...

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978-0-387-77242-4
Support Vector Machines

This book explains the principles that make support vector machines (SVMs) a successful modelling and prediction tool for ...

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978-1-84628-219-5
Support Vector Machines for Pattern Classification

I was shocked to see a student’s report on performance comparisons between support vector machines (SVMs) and fuzzy classi?ers ...

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Total Books: 41 - 52 /52