Machine Learning and Data Mining

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9781904275213: Machine Learning and Data Mining

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 raw software into meaningful information) is demonstrated by the many new techniques and developments in the conversion of fresh scientific discovery into widely accessible software solutions. This book has been written as an introduction to the main issues associated with the basics of machine learning and the algorithms used in data mining.

Suitable for advanced undergraduates and their tutors at postgraduate level in a wide area of computer science and technology topics as well as researchers looking to adapt various algorithms for particular data mining tasks. A valuable addition to the libraries and bookshelves of the many companies who are using the principles of data mining (or KDD) to effectively deliver solid business and industry solutions.

  • Provides an introduction to the main issues associated with the basics of machine learning and the algorithms used in data mining
  • A valuable addition to the libraries and bookshelves of companies using the principles of data mining (or KDD) to effectively deliver solid business and industry solutions

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About the Author:

Igor Kononenko studied computer science at the University of Ljubliana, Slovenia, receiving his BSc in 1982, MSc in 1985 and PhD in 1990. He is now professor at the Faculty of Computer and Information Science there, teaching courses in Programming Languages, Algorithms and Data Structures; Introduction to Algorithms and Data Structures; Knowledge Engineering, Machine Learning and Knowledge Discovery in Databases. He is the head of the Laboratory for Cognitive Modelling and a member of the Artificial Intelligence Department at the same faculty. His research interests include artificial intelligence, machine learning, neural networks and cognitive modelling. He is the (co) author of 170 scientific papers in these fields and 10 textbooks. Professor Kononenko is a member of the editorial board of Applied Intelligence and Informatica journals and was also twice chair of the programme committee of the International Cognitive Conference in Ljubliana.

Matjaz Kukar studied computer science at the University of Ljubliana, Slovenia, receiving his BSc in 1993, MSc in 1996 and PhD in 2001. He is now the assistant professor at the Faculty of Computer and Information Science there and is also a member of the Artificial Intelligence Department at the same faculty. His research interests include knowledge discovery in databases, machine learning, artificial intelligence and statistics. Professor Kukar is the (co) author of over 50 scientific papers in these fields.

Review:

Readers are treated to a comprehensive look at the principles. ...a fine overview of machine learning methods. ...Recommended., Choice Magazine

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1.

Igor Kononenko, Matjaz Kukar
Editorial: ELSEVIER SCIENCE TECHNOLOGY, United Kingdom (2007)
ISBN 10: 1904275214 ISBN 13: 9781904275213
Nuevos Paperback Cantidad: 10
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Book Depository hard to find
(London, Reino Unido)
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Descripción ELSEVIER SCIENCE TECHNOLOGY, United Kingdom, 2007. Paperback. Estado de conservación: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. 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 raw software into meaningful information) is demonstrated by the many new techniques and developments in the conversion of fresh scientific discovery into widely accessible software solutions. This book has been written as an introduction to the main issues associated with the basics of machine learning and the algorithms used in data mining.Suitable for advanced undergraduates and their tutors at postgraduate level in a wide area of computer science and technology topics as well as researchers looking to adapt various algorithms for particular data mining tasks. A valuable addition to the libraries and bookshelves of the many companies who are using the principles of data mining (or KDD) to effectively deliver solid business and industry solutions. Nº de ref. de la librería EOD9781904275213

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KONONENKO, I; KUKAR, M
Editorial: Woodhead Publishing (2007)
ISBN 10: 1904275214 ISBN 13: 9781904275213
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Herb Tandree Philosophy Books
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Descripción Woodhead Publishing, 2007. Paperback. Estado de conservación: NEW. 9781904275213 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Nº de ref. de la librería HTANDREE0902045

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KONONENKO, IGOR; KUKAR, MATJAZ
Editorial: Woodhead Publishing (2007)
ISBN 10: 1904275214 ISBN 13: 9781904275213
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Herb Tandree Philosophy Books
(Stroud, GLOS, Reino Unido)
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Descripción Woodhead Publishing, 2007. Paperback. Estado de conservación: NEW. 9781904275213 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Nº de ref. de la librería HTANDREE01207644

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Kononkenko, Igor/ Kukar, Matjaz
Editorial: Horwood Pub Ltd (2007)
ISBN 10: 1904275214 ISBN 13: 9781904275213
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Revaluation Books
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Descripción Horwood Pub Ltd, 2007. Paperback. Estado de conservación: Brand New. illustrated edition. 454 pages. 9.25x6.25x1.25 inches. In Stock. Nº de ref. de la librería zk1904275214

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Igor Kononenko, Matjaz Kukar
Editorial: Woodhead Publishing (2007)
ISBN 10: 1904275214 ISBN 13: 9781904275213
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Murray Media
(North Miami Beach, FL, Estados Unidos de America)
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Descripción Woodhead Publishing, 2007. Paperback. Estado de conservación: New. Never used!. Nº de ref. de la librería P111904275214

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