New and Published Books
1-10 of 41 results in Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Algorithms and Applications
Comprehensive Coverage of the Entire Area of Classification Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data...
Published July 25th 2014 by Chapman and Hall/CRC
Learn How to Properly Use the Latest Analytics Approaches in Your Organization Computational Business Analytics presents tools and techniques for descriptive, predictive, and prescriptive analytics applicable across multiple domains. Through many examples and challenging case studies from a variety...
Published December 14th 2013 by Chapman and Hall/CRC
Data Mining Use Cases and Business Analytics Applications
Powerful, Flexible Tools for a Data-Driven WorldAs the data deluge continues in today’s world, the need to master data mining, predictive analytics, and business analytics has never been greater. These techniques and tools provide unprecedented insights into data, enabling better decision making...
Published October 25th 2013 by Chapman and Hall/CRC
Algorithms and Applications
Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area of clustering,...
Published August 21st 2013 by Chapman and Hall/CRC
Discover Novel and Insightful Knowledge from Data Represented as a GraphPractical Graph Mining with R presents a "do-it-yourself" approach to extracting interesting patterns from graph data. It covers many basic and advanced techniques for the identification of anomalous or frequently recurring...
Published July 15th 2013 by Chapman and Hall/CRC
Going beyond performing simple analyses, researchers involved in the highly dynamic field of computational intelligent data analysis design algorithms that solve increasingly complex data problems in changing environments, including economic, environmental, and social data. Computational...
Published April 4th 2013 by Chapman and Hall/CRC
Optimization Based Theory, Algorithms, and Extensions
Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)—classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs...
Published December 17th 2012 by Chapman and Hall/CRC
A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today’s often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures....
Published October 5th 2012 by Chapman and Hall/CRC
Concepts, Algorithms, and Applications
A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life ProblemsContrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more...
Published September 7th 2012 by Chapman and Hall/CRC
A Problem-Solving Approach
An increasing number of businesses and organizations are creating new analytics departments to identify, manage, and make best use of patterns within their large data repositories. This is the first book to target data mining practitioners working within these organizations, by introducing the key...
Published June 15th 2012 by Chapman and Hall/CRC
Healthcare Data Analytics
To Be Published June 29th 2015
Accelerating Discovery: Mining Unstructured Information for Hypothesis Generation
To Be Published September 3rd 2015
Event Mining: Theory, Algorithms, and Applications
To Be Published September 4th 2015
Text Mining, Web Mining, and Visualization Use Cases Using Open Source Tools
To Be Published October 26th 2015
Graph-Based Social Media Analysis
To Be Published November 9th 2015
Mobility Data Modeling and Analysis
To Be Published February 15th 2016
Petascale Analytics: Large-Scale Machine Learning in the Earth Sciences
To Be Published March 15th 2016
Data Analytics: A Problem-Solving Approach
To Be Published May 15th 2016
Social Computing: A Data Mining Perspective
To Be Published May 26th 2016