Associate Professor, Department of Computer Science
Contact Information
Campus: Fairfax
Building: Nguyen Engineering Building
Room 4419
Mail Stop: 4A5
Personal Websites
Biography
Jessica Lin joined George Mason University in 2005. Her areas of interest 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