Data Mining: Concepts and Techniques - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Mining: Concepts and Techniques write by Jiawei Han. This book was released on 2011-06-09. Data Mining: Concepts and Techniques available in PDF, EPUB and Kindle. 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
Morgan Kaufmann series in data management systems
Morgan Kaufmann series in data management systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Morgan Kaufmann series in data management systems write by Stefano Ceri. This book was released on 2003. Morgan Kaufmann series in data management systems available in PDF, EPUB and Kindle. This text represents a breakthrough in the process underlying the design of the increasingly common and important data-driven Web applications.
Management of Heterogeneous and Autonomous Database Systems
Management of Heterogeneous and Autonomous Database Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Management of Heterogeneous and Autonomous Database Systems write by Ahmed K. Elmagarmid. This book was released on 1999. Management of Heterogeneous and Autonomous Database Systems available in PDF, EPUB and Kindle. 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. ...
Business Modeling and Data Mining
Business Modeling and Data Mining - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Business Modeling and Data Mining write by Dorian Pyle. This book was released on 2003-05-17. Business Modeling and Data Mining available in PDF, EPUB and Kindle. 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.
Enterprise Knowledge Management
Enterprise Knowledge Management - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Enterprise Knowledge Management write by David Loshin. This book was released on 2001. Enterprise Knowledge Management available in PDF, EPUB and Kindle. This volume presents a methodology for defining, measuring and improving data quality. It lays out an economic framework for understanding the value of data quality, then outlines data quality rules and domain- and mapping-based approaches to consolidating enterprise knowledge.
