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Data Mining: Know it All

Gebonden Engels 2009 1e druk 9780123746290
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Samenvatting

'Data Mining: Know it All' brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics - from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology. The proposed book expertly combines the finest data mining material from the Morgan Kaufmann portfolio.

Individual chapters are derived from a select group of MK books authored by the best and brightest in the field. These chapters are combined into one comprehensive volume in a way that allows it to be used as a reference work for those interested in new and developing aspects of data mining. This book represents a quick and efficient way to unite valuable content from leading data mining experts, thereby creating a definitive, one-stop-shopping opportunity for customers to receive the information they would otherwise need to round up from separate sources.

Key features:
- Features chapter contributed by recognized experts in the field, letting you remain up-to-date and fully informed from multiple viewpoints
- Present multiple methods of analysis and algorithmic problem-solving techniques, enhancing your technical expertise and ability to implement practical solutions
- Cover both theory and practice, bringing all of the elements of data mining together in a single volume and saving you the time and expense of making multiple purchases.

Specificaties

ISBN13:9780123746290
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:460
Druk:1
Hoofdrubriek:IT-management / ICT

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Over Earl Cox

Earl Cox founded and serves as President of, Scianta Intelligence, a next generation machine intelligence and knowledge exploration company. He is a futurist, author, management consultant, and educator involved in discovering the epistemology of advanced intelligent systems, the redefinition of the machine mind, and, as a pioneer of Internet-based technologies, the way in which evolving inter-connected virtual worlds will affect the sociology of business and culture in the near and far future. Earl has over thirty years experience in managing and participating in the software development process at the system as well as tightly integrated application level. In the area of advanced machine intelligence technologies, Earl is a recognized expert in fuzzy logic, and adaptive fuzzy systems as they are applied to information and decision theory. He has pioneered the integration of fuzzy neural systems with genetic algorithms and case-based reasoning. As an industry observer and futurist, Earl has written and talked extensively on the philosophy of the Response to Change, the nature of Emergent Intelligence, and the Meaning of Information Entropy in Mind and Machine.

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Inhoudsopgave

About this book
Contributing Authors

1. What's all about?
2. Data Acquisition and Integration
3. Data Pre-processing
4. Physical Design for Decision Support, Warehousing, and OLAP
5. Algorithms - The Basic Methods
6. Further Techniques in Decision Analysis
7. Fundamental Concepts of Genetic Algorithms
8. Data Structures and Algorithms for Moving Objects Types
9. Improving the Model
10. Social Network Analysis

Index

Managementboek Top 100

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        Data Mining: Know it All