Principles And Theory For Data Mining And Machine Learning


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Author by : Bertrand Clarke
Languange Used : en
Release Date : 2009-07-21
Publisher by : Springer Science & Business Media

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Computer Science, and Electrical Engineeri

Machine Learning And Data Mining


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Author by : Igor Kononenko
Languange Used : en
Release Date : 2007-04-30
Publisher by : Elsevier

Data mining is often referred to by real-time users and software solutions providers as knowledge discovery in databases (KDD). Good data mining practice for business intelligence (the art of turning

Data Mining And Statistics For Decision Making


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Author by : Stéphane Tufféry
Languange Used : en
Release Date : 2011-03-23
Publisher by : John Wiley & Sons

Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the i

Data Mining Et Statistique D Cisionnelle


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Author by : TUFFERY Stéphane
Languange Used : fr
Release Date : 2012-08-03
Publisher by : Editions TECHNIP

Le data mining et la statistique sont de plus en plus répandus dans les entreprises et les organisations soucieuses d’extraire l’information pertinente de leurs bases de données, qu’elles peuv

The Elements Of Statistical Learning


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Author by : Trevor Hastie
Languange Used : en
Release Date : 2001-01-01
Publisher by : Springer Science & Business Media

This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a libera

Data Mining Practical Machine Learning Tools And Techniques


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Author by : Ian H. Witten
Languange Used : en
Release Date : 2011-02-03
Publisher by : Elsevier

Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and

Scientific Data Mining And Knowledge Discovery


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Author by : Mohamed Medhat Gaber
Languange Used : en
Release Date : 2009-09-19
Publisher by : Springer Science & Business Media

Mohamed Medhat Gaber “It is not my aim to surprise or shock you – but the simplest way I can summarise is to say that there are now in the world machines that think, that learn and that create. Mo

Machine Learning And Knowledge Discovery In Databases


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Author by : Hendrik Blockeel
Languange Used : en
Release Date : 2013-08-28
Publisher by : Springer

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, held in Prague,

Machine Learning Techniques For Multimedia


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Author by : Matthieu Cord
Languange Used : en
Release Date : 2008-02-07
Publisher by : Springer Science & Business Media

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, an