Academic: Data mining Ebooks

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Symbolic Data Analysis and the SODAS Softwareby Edwin Diday; Monique Noirhomme-Fraiture
Wiley 2008; US$ 187.00
Symbolic data analysis is a relatively new field that provides a range of methods for analyzing complex datasets. Standard statistical methods do not have the power or flexibility to make sense of very large datasets, and symbolic data analysis techniques have been developed in order to extract knowledge from such data. Symbolic data methods differ... more...
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Mathematical Tools for Data Miningby Dan A. Simovici; Chabane Djeraba
Springer 2008; US$ 119.99
The maturing of the field of data mining has brought about an increased level of mathematical sophistication. Such disciplines like topology, combinatorics, partially ordered sets and their associated algebraic structures (lattices and Boolean algebras), and metric spaces are increasingly applied in data mining research. This book presents these mathematical... more...
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Literature-based Discoveryby Peter Bruza; Marc Weeber
Springer 2008; US$ 94.99
Literature-based discovery (LBD) is an inherently multi-disciplinary enterprise where collaborations between the information and biomedical sciences are readily encountered. This volume intends to plant a flag in the ground and inspire researchers to the LBD challenge. more...
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Privacy-Preserving Data Miningby Charu C. Aggarwal; Philip S. Yu
Springer 2008; US$ 119.99
Advances in hardware technology have increased the capability to store and record personal data about consumers and individuals, causing concerns that personal data may be used for a variety of intrusive or malicious purposes. Privacy-Preserving Data Mining: Models and Algorithms proposes a number of techniques to perform the data mining tasks in a... more...
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Data Mining in Grid Computing Environmentsby Werner Dubitzky
Wiley 2008; US$ 139.95
Based around eleven international real life case studies and including contributions from leading experts in the field this groundbreaking book explores the need for the grid-enabling of data mining applications and provides a comprehensive study of the technology, techniques and management skills necessary to create them. This book provides a simultaneous... more...
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Cluster Analysis for Data Mining and System Identificationby J�nos Abonyi; Bal�zs Feil
Springer 2007; US$ 109.99
Identifies fuzzy cluster analysis as a good approach to solving complex data mining and system identification problems. This work illustrates how advanced fuzzy clustering algorithms can be used for partitioning of the data, and also for visualization, regression, classification and time-series analysis. more...
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Data Miningby Soumen Chakrabarti; Earl Cox; Eibe Frank; Ralf Hartmut G�ting; Jiawei Han; Xia Jiang; Micheline Kamber; Sam S. Lightstone; Thomas P. Nadeau; Richard E. Neapolitan; Dorian Pyle; Mamdouh Refaat; Markus Schneider; Toby J. Teorey; Ian H. Witten
Elsevier Science 2008; US$ 78.95
This book 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... more...
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Knowledge Discovery from Sensor Databy Auroop R. Ganguly
Taylor & Francis 2008; US$ 104.95
Presents solutions in offline data mining and real-time analysis of sensor or geographically distributed data. This work discusses the challenges and requirements for sensor data based knowledge discovery solutions in high-priority application illustrated with case studies. more...
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Next Generation of Data Miningby Hillol Kargupta
Taylor & Francis 2008; US$ 97.95
Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), this work explores technologies and applications in data mining as well as potential challenges faced by the field. more...
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Data Mining for Design and Marketingby Yukio Ohsawa
Taylor & Francis 2009; US$ 96.95
Through the techniques of data mining, this book demonstrates how to effectively design business processes and develop competitive products and services. It discusses how data mining can identify valuable consumer patterns, which aid marketers and designers in detecting consumers' needs. more...
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