Volgenau School of Engineering
George Mason University
George Mason University Mason
George Mason University

Jessica Lin

Associate Professor, Computer Science

Contact Information MORE LESS

  • 703-993-4693 (office)
  • Nguyen Engineering Building, 4419
    4400 University Drive, MS 4A5
    Fairfax, VA 22030

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Biography

Jessica Lin’s research has focused on the mining of large datasets. In particular, she is working to uncover specific time signatures of data behavior. While most of her work has focused on mining time series data, she has also considered mining images, texts and other types of multimedia data. Lin has published work on time series similarity search, clustering, motif discovery, symbolic representation, visualization, anomaly detection, and grammar induction.

Degrees

PhD, Computer Science, University of California, Riverside (2005)

MS, Computer Science, University of California, Riverside (2002)

BS, Computer Science, University of California, Riverside (1999)

More Information

Faculty Rank: Associate Professor

Research

2012 - 2015 : Discovering Latent Relationships and Ontological Structures in Massive Spatiotemporal Datasets. Funded by 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 National Science Foundation.

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

Research Interests

Data Mining, Data Analytics, Machine Learning