This book comprehensively covers the topic of recommender systems, which provide personalized rec...

This textbook introduces linear algebra and optimization in the context of machine learning. Exam...

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

This textbook introduces linear algebra and optimization in the context of machine learning. Exam...

This book covers both classical and modern models in deep learning. The primary focus is on the t...

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

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

Text analytics is a field that lies on the interface of information retrieval,machine learning, a...

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

With the increasing advances in hardware technology for data collection, and advances in software...

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

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