Jessica Lin

Mason CS associate professor Jessica Lin
Titles and Organizations

Associate Professor, Department of Computer Science

Contact Information

Phone: 703-993-4693
Campus: Fairfax
Building: Nguyen Engineering Building
Room 4419
Mail Stop: 4A5

Personal Websites

Biography

Jessica Lin joined George Mason University in 2005. Lin's research interests and expertise are temporal, spatiotemporal, multimedia, and stream data mining. Her work focuses on the development of efficient algorithms to visualize and discover non-trivial patterns (e.g. anomalies, motifs, contrasting patterns, and latent structure) in massive time series data. Her work has been applied in domains as diverse as medicine, geoinformatics, earth sciences, astronomy, manufacturing, and national security. 

Research

2012 - 2015: Discovering Latent Relationships and Ontological Structures in Massive Spatiotemporal Datasets. Funded by the US Department of the Army.

2012 - 2015 : III:Small: Collaborative Research: Finding and Exploiting Hierarchical Structure in Time Series Using Statistical Language Processing Methods. Funded by the National Science Foundation.

2011 - 2014: Proactive Data Analysis and Knowledge Sharing. Funded by Semiconductor Research Corporation.

Research Interests

Data Mining, Data Analytics, Machine Learning

Degrees

  • PhD, Computer Science, University of California, Riverside
  • MS, Computer Science, University of California, Riverside
  • BS, Computer Science, University of California, Riverside