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Data Mining: Concepts and Techniques

2011-06-09 Computers
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Release : 2011-06-09
Genre : Computers
Kind : eBook
Book Rating : 804/5 ( reviews)

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Book Synopsis Data Mining: Concepts and Techniques by : Jiawei Han

Download or read book Data Mining: Concepts and Techniques written by Jiawei Han. This book was released on 2011-06-09. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining. - Presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects - Addresses advanced topics such as mining object-relational databases, spatial databases, multimedia databases, time-series databases, text databases, the World Wide Web, and applications in several fields - Provides a comprehensive, practical look at the concepts and techniques you need to get the most out of your data

Management of Heterogeneous and Autonomous Database Systems

1999 Computers
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Release : 1999
Genre : Computers
Kind : eBook
Book Rating : 168/5 ( reviews)

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Book Synopsis Management of Heterogeneous and Autonomous Database Systems by : Ahmed K. Elmagarmid

Download or read book Management of Heterogeneous and Autonomous Database Systems written by Ahmed K. Elmagarmid. This book was released on 1999. Available in PDF, EPUB and Kindle. Book excerpt: An Overview of Multidatabase Systems: Past and Present / Athman Bouguettaya, Boualem Benatallah, Ahmed Elmagarmid / - Local Autonomy and Its Effects on Multidatabase Systems / Ahmed Elmagarmid, Weimin Du, Rafi Ahmed / - Semantic Similarities Between Objects in Multiple Databases / Vipul Kashyap, Amit Sheth / - Resolution of Representational Diversity in Multidatabase Systems / Joachim Hammer, Dennis McLeod / - Schema Integration: Past, Present, and Future / Sudha Ram, V. Ramesh / - Schema and Language Translation / Bogdan Czejdo, Le Gruenwald / - Multidatabase Languages / Paolo Missier, Marek Rusinkiewicz, W. Jin / - Interdependent Database Systems / George Karabatis, Marek Rusinkiewicz, Amit Sheth / - Correctness Criteria and Concurrency Control / Panos K. Chrysanthis, Krithi Ramamritham / - Transaction Management in Multidatabase Systems: Current Technologies and Formalisms / Ken Barker, Ahmed Elmagarmid / - Transaction-Based Recovery / Jari Veijalainen. ...

Morgan Kaufmann series in data management systems

2003 Computers
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Release : 2003
Genre : Computers
Kind : eBook
Book Rating : 436/5 ( reviews)

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Book Synopsis Morgan Kaufmann series in data management systems by : Stefano Ceri

Download or read book Morgan Kaufmann series in data management systems written by Stefano Ceri. This book was released on 2003. Available in PDF, EPUB and Kindle. Book excerpt: This text represents a breakthrough in the process underlying the design of the increasingly common and important data-driven Web applications.

Advanced Database Systems

1997-05 Computers
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Release : 1997-05
Genre : Computers
Kind : eBook
Book Rating : 438/5 ( reviews)

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Book Synopsis Advanced Database Systems by : Carlo Zaniolo

Download or read book Advanced Database Systems written by Carlo Zaniolo. This book was released on 1997-05. Available in PDF, EPUB and Kindle. Book excerpt: The database field has experienced a rapid and incessant growth since the development of relational databases. The progress in database systems and applications has produced a diverse landscape of specialized technology areas that have often become the exclusive domain of research specialists. Examples include active databases, temporal databases, object-oriented databases, deductive databases, imprecise reasoning and queries, and multimedia information systems. This book provides a systematic introduction to and an in-depth treatment of these advanced database areas. It supplies practitioners and researchers with authoritative coverage of recent technological advances that are shaping the future of commercial database systems and intelligent information systems. Advanced Database Systems was written by a team of six leading specialists who have made significant contributions to the development of the technology areas covered in the book. Benefiting from the authors' long experience teaching graduate and professional courses, this book is designed to provide a gradual introduction to advanced research topics and includes many examples and exercises to support its use for individual study, desk reference, and graduate classroom teaching.

Business Modeling and Data Mining

2003-05-17 Computers
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Release : 2003-05-17
Genre : Computers
Kind : eBook
Book Rating : 455/5 ( reviews)

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Book Synopsis Business Modeling and Data Mining by : Dorian Pyle

Download or read book Business Modeling and Data Mining written by Dorian Pyle. This book was released on 2003-05-17. Available in PDF, EPUB and Kindle. Book excerpt: Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. · Teaches how to discover, construct and refine models that are useful in business situations· Teaches how to design, discover and develop the data necessary for mining · Provides a practical approach to mining data for all business situations· Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data· Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools.

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