CS Seminar

Title: Learning from Spatial-Temporal-Networked Data: Dynamics Modeling, Representation Learning, and Applications
Seminar: Computer Science
Speaker: Yanjie Fu, PhD, Missouri University of Science and Technology, University of Missouri-Rolla
Contact: Vaidy Sunderam, vss@emory.edu
Date: 2019-02-26 at 10:00AM
Venue: MSC W303
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Abstract: In this talk, I will first introduce what are spatial-temporal-networked data and why it is difficult to make sense of spatial-temporal-networked data. Then, I will focus on the modeling, representation, and applications of spatial-temporal-networked data, including (1) modeling spatial-temporal-networked **dynamics; (2) learning deep representations of spatial-temporal-networked behaviors; (3) their applications to smart transportation systems and mobile user profiling. Finally, I will conclude the talk and present the big picture on developing close-looped intelligent and trustworthy data science systems.