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 Concepts and Techniques Data Mining: On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous
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Concepts and Techniques Data Mining:

автор Jiawei H. издательство Elsevier Urban & Partner Книги
Cтраниц 770        твердый переплет       
Аннотация:On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive growth has generated an even more urgent need for new techniques and automated tools that can help us transform this data into useful information and knowledge. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. Whether you are a seasoned professional or a new student of data mining, this book has much to offer you: * A comprehensive, practical look at the concepts and techniques you need to know to get the most out of real business data. * Updates that incorporate input from readers, changes in the field, and more material on statistics and machine learning. * Dozens of algorithms and implementation examples, all in easily understood pseudo-code and suitable for use in real-world, large-scale data mining projects. However, since the publication of the first edition, great progress has been made in the development of new data mining methods, systems, and applications. Like the first edition, voted the most popular data mining book by KD Nuggets readers, this book explores concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their feasibility, usefulness, effectiveness, and scalability. This new edition substantially enhances the first edition, and new chapters have been added to address recent developments on mining complex types of data — including stream data, sequence data, graph structured data, social network data, and multi-relational data. Our ability to generate and collect data has been increasing rapidly.
Автор: Jiawei H.
Издательство: Elsevier Urban & Partner
Год:2006
Цена:
4121 руб
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Поиск: Concepts and Techniques Data Mining:
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
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