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New Methods for Mining Sequential and Time Series Data: Sequential and Time Series Data Mining - Softcover
Synopsis
Data mining is the process of extracting knowledge from large amounts of data. It covers a variety of techniques aimed at discovering diverse types of patterns on the basis of the requirements of the domain. These techniques include association rules mining, classification, cluster analysis and outlier detection. The availability of applications that produce massive amounts of spatial, spatio-temporal (ST) and time series data (TSD) is the rationale for developing specialized techniques to excavate such data. This book defines key concepts in the field of data mining, and presents an overview of previous work in the areas of spatial, spatio-temporal and time series mining. In addition to that, the book provides details about three new data mining techniques, which have been developed to extract specific type of patterns within the large sequential and time series data. If you are interested in databases, and have not been following the data mining field, this book is a great way to catch up on this exciting progress more specifically in the sequential and time series domains.
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About the Author
Ghazi Al-Naymat, PhD: Data Mining and Knowledge Discovery. The University of Sydney, Australia. Research interests include: Machine learning and Data Mining.
"About this title" may belong to another edition of this title.
- PublisherVDM Verlag Dr. Müller
- Publication date2010
- ISBN 10 363925774X
- ISBN 13 9783639257748
- BindingPaperback
- LanguageEnglish
- Number of pages264
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New Methods for Mining Sequential and Time Series Data: Sequential and Time Series Data Mining
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New Methods for Mining Sequential and Time Series Data
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Data mining is the process of extracting knowledge from large amounts of data. It covers a variety of techniques aimed at discovering diverse types of patterns on the basis of the requirements of the domain. These techniques include association rules mining, classification, cluster analysis and outlier detection. The availability of applications that produce massive amounts of spatial, spatio-temporal (ST) and time series data (TSD) is the rationale for developing specialized techniques to excavate such data. This book defines key concepts in the field of data mining, and presents an overview of previous work in the areas of spatial, spatio-temporal and time series mining. In addition to that, the book provides details about three new data mining techniques, which have been developed to extract specific type of patterns within the large sequential and time series data. If you are interested in databases, and have not been following the data mining field, this book is a great way to catch up on this exciting progress more specifically in the sequential and time series domains. 264 pp. Englisch. Seller Inventory # 9783639257748
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New Methods for Mining Sequential and Time Series Data
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Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Al-Naymat GhaziGhazi Al-Naymat, PhD: Data Mining and Knowledge Discovery. The University of Sydney, Australia. Research interests include: Machine learning and Data Mining.Data mining is the process of extracting knowledge from l. Seller Inventory # 4971599
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New Methods for Mining Sequential and Time Series Data : Sequential and Time Series Data Mining
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Data mining is the process of extracting knowledge from large amounts of data. It covers a variety of techniques aimed at discovering diverse types of patterns on the basis of the requirements of the domain. These techniques include association rules mining, classification, cluster analysis and outlier detection. The availability of applications that produce massive amounts of spatial, spatio-temporal (ST) and time series data (TSD) is the rationale for developing specialized techniques to excavate such data. This book defines key concepts in the field of data mining, and presents an overview of previous work in the areas of spatial, spatio-temporal and time series mining. In addition to that, the book provides details about three new data mining techniques, which have been developed to extract specific type of patterns within the large sequential and time series data. If you are interested in databases, and have not been following the data mining field, this book is a great way to catch up on this exciting progress more specifically in the sequential and time series domains. Seller Inventory # 9783639257748
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New Methods for Mining Sequential and Time Series Data
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