All ebooks by Philip S. Yu in PDF and EPUB

Heterogeneous Graph Representation Learning and Applications

Chuan Shi , Xiao Wang , Philip S. Yu

Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc. This task, however,...

Differential Privacy and Applications

Gang Li , Philip S. Yu , Wanlei Zhou , Tianqing Zhu

This book focuses on differential privacy and its application with an emphasis on technical and application aspects.This book also presents the most recent research on differential privacy with a theory perspective. It provides an approachable strategy for researchers...

Heterogeneous Information Network Analysis and Applications

Chuan Shi , Philip S. Yu

This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network. It also presents the newest...

Behavior Computing

Longbing Cao , Philip S. Yu

'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and...

Link Mining: Models, Algorithms, and Applications

Christos Faloutsos , Jiawei Han , Philip S. Yu