Managing and Mining Graph Data is a comprehensive survey book in graph data analytics...

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

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

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

This book covers probability and statistics from the machine learning perspective. The chapt...

Research on the problem of clustering tends to be fragmented across the pattern recognition, data...

This textbook covers the broader field of artificial intelligence.   The chapters for t...

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

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

Comprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classificat...

Research on the problem of clustering tends to be fragmented across the pattern recognition, data...