An Introduction to Neural Networks.- The Backpropagation Algorithm.- Machine Learning with Shallo...

This second edition textbook covers a coherently organized framework for text analytics, which in...

Advances in hardware technology have lead to an ability to collect data with the use of a variety...

Social network analysis applications have experienced tremendous advances within the last few yea...

Data Streams: Models and Algorithms primarily discusses issues related to the mining aspects of d...

Managing and Mining Uncertain Data, a survey with chapters by a variety of well known researchers...

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Eac...

This textbook explores the different aspects of data mining from the fundamentals to the complex ...

Preface.- 1 Linear Algebra and Optimization: An Introduction.- 2 Linear Transformations and Linea...

Managing and Mining Graph Data is a comprehensive survey book in graph management and mining. It ...

Advances in hardware technology have increased the capability to store and record personal data a...

This book provides comprehensive coverage of the field of outlier analysis from a computer scienc...