You are currently browsing 1–10 of 38 forthcoming new books in the subject of Data Preparation & Mining — sorted by publish date from upcoming books to future books.
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Series: Chapman & Hall/CRC Machine Learning & Pattern Recognition
An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field. After...
To Be Published June 17th 2012 by Chapman and Hall/CRC
If you love Essbase and hate seeing it misused, then this is the book for you. Written by 12 Essbase professionals that are either acknowledged Essbase gurus or certified Oracle ACEs, Developing Essbase Applications: Advanced Techniques for Finance and IT Professionals provides an unparalleled...
To Be Published June 24th 2012 by Auerbach Publications
Bayesian networks are widely recognized as exciting and powerful technology for handling risk assessment. This book focuses on applications of Bayesian networks and practical model building using AgenaRisk, a powerful commercial software tool. The text includes real-life examples from the areas of...
To Be Published August 14th 2012 by CRC Press
Data Mining for Bioinformatics enables researchers to meet the challenge of mining vast amounts of biomolecular data to discover real knowledge. Covering theory, algorithms, and methodologies, as well as data mining technologies, the book presents a thorough discussion of data-intensive...
To Be Published August 30th 2012 by CRC Press
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
One of the first on contrast data mining, this reference focuses on concepts and algorithms for contrast data mining and techniques for applying it to other data mining problems. The book covers various interesting and useful contrast patterns and models, along with relevant algorithms, techniques...
To Be Published September 12th 2012 by Chapman and Hall/CRC
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Integrating two important aspects of computer science (graph-based modeling and data mining techniques), this book provides a practical, do-it-yourself approach for extracting interesting patterns from graph data. The self-contained text requires no prerequisite knowledge of data mining and...
To Be Published October 14th 2012 by Chapman and Hall/CRC
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
This book introduces distributed knowledge discovery techniques, models, and architectures based on the service-oriented paradigm, which offers tools to support the process of analysis, inference, and discovery over large data repositories available in many scientific and business areas. The new...
To Be Published October 15th 2012 by Chapman and Hall/CRC
Covering both classical and modern approaches such as divisive clustering, this book uses in-depth case studies to illustrate how clustering methods can be applied. The case studies have been expanded and improved in this second edition. The author also presents new material on variable selection...
To Be Published October 16th 2012 by Chapman and Hall/CRC
This cutting-edge reference outlines the underlying theory and principles of efficient and effective distributed pattern recognition involving one-shot learning and in-network processing for different types of applications, including multimedia retrieval systems and event detection over different...
To Be Published October 25th 2012 by Chapman and Hall/CRC
Series: Social Media and Social Computing
This edited book summarizes state-of-the-art techniques in processing social media information in crisis situations such as earthquakes, campus shootings, hurricanes, influenza pandemics, terrorist attacks, and oil spills. With diverse contributors, the text brings together multiple disciplines,...
To Be Published October 25th 2012 by Chapman and Hall/CRC
