CSE Seminar Lecture - Yan Liu, PhD: "Conquering the Complexity of Time: Mining from Big Time Series Data"

Event Details
  • Date/Time:
    • Wednesday March 30, 2016
      11:00 am - 12:00 pm
  • Location: Klaus Advanced Computing Building, Room 1116 E, 266 Ferst Drive, Atlanta 30332
  • Phone: (404) 385-4785
  • URL:
  • Email:
  • Fee(s):
    free
  • Extras:
Contact

Bistra Dilkina | bdilkina@cc.gatech.edu

Summaries

Summary Sentence: CSE guest presents on the efficacy of big data in healthcare and climate applications

Full Summary: No summary paragraph submitted.

Overview:

Many emerging applications of big data involve time series data. In this talk, Yan Liu will discuss a collection of machine learning and data mining approaches to effectively analyze and model large-scale time series and spatio-temporal data. Experiment results will be shown to demonstrate the effectiveness of models in healthcare and climate applications.

 

About Yan Liu:

Yan Liu is an assistant professor in Computer Science Department at the University of Southern California from 2010. Before that, she was a Research Staff Member at IBM Research. She received her Master's of Science and Ph.D. degree from Carnegie Mellon University in 2004 and 2007. Her research interest includes developing scalable machine learning and data mining algorithms for time series data and structured data with applications to social media analysis, computational biology, climate modeling and health care. She has received several awards, including NSF CAREER Award, Okawa Foundation Research Award, ACM Dissertation Award Honorable Mention, Best Paper Award in SIAM Data Mining Conference, Yahoo, IBM and Facebook Faculty Award and the winner of several data mining competitions, such as KDD Cup and INFORMS data mining competition.

 

Additional Information

In Campus Calendar
Yes
Groups

School of Computer Science, School of Computational Science and Engineering

Invited Audience
Undergraduate students, Faculty/Staff, Graduate students
Categories
Seminar/Lecture/Colloquium
Keywords
big data, cse, yan liu
Status
  • Created By: Anna Stroup
  • Workflow Status: Published
  • Created On: Mar 29, 2016 - 7:12am
  • Last Updated: Apr 13, 2017 - 5:16pm