Table of Contents

• Preface
• Acknowledgments
• Figure Credits
• Introduction and Challenges
• Outlier Detection for Time Series and Data Sequences
• Outlier Detection for Data Streams
• Outlier Detection for Distributed Data Streams
• Outlier Detection for Spatio-Temporal Data
• Outlier Detection for Temporal Network Data
• Applications of Outlier Detection for Temporal Data
• Conclusions and Research Directions
• Bibliography
• Authors' Biographies

About the Author

Microsoft India and International Institute of Information Technology, Hyderabad, India