I'm a first-year PhD student in Computer Science at Georgia Tech. My research interests are in data mining, machine learning, and visual analytics. I'm interested in designing new algorithms and systems that combine data mining and visual analytics for solving real-world problems that deal with big data. I currently work with Dr. Haesun Park and Dr. Alex Endert.
I have a MS in Computer Science with machine learning specialization from Georgia Tech. I also have a BS in Mathematics from Seoul National University.
Georgia Institute of Technology, Atlanta, GA, USA
Ph.D student in Computer Science --- August 2015 ~
M.S. in Computer Science (Machine Learning, GPA 4/4.0) --- August 2013 ~ May 2015
Advisor: Haesun Park
Seoul National University, Seoul, Republic of Korea
M.S. in Business Administration (Accounting) --- March 2011 ~ August 2013
B.S. in Mathematics (Minor in Business Administration) --- March 2006 ~ February 2011
InterAxis: Steering Scatterplot Axes via Observation-Level Interaction
Hannah Kim, Jaegul Choo, Haesun Park, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2015.
Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization
Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, and Haesun Park
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015
Doubly-Supervised Embedding Based on Label Information and Intrinsic Clusters for Visualization
Hannah Kim, Jaegul Choo, Chandan K. Reddy, and Haesun Park
Neurocomputing, Volume 150, Part B, Number 12, pages 570-582, 2015
PIVE: Per-Iteration Visualization Environment for Supporting Real-time Interactions with Computational Methods
Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Barry L. Drake, and Haesun Park
IEEE Conference on Visual Analytics Science and Technology (VAST-Poster), 2014, Best Poster Award.
VisIRR: Visual Analytics for Information Retrieval and Recommendation for Large-Scale Document Data
Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Zhicheng Liu, Ramakrishnan Kannan, Charles D. Stolper, John Stasko, Barry L. Drake, and Haesun Park
IEEE Conference on Visual Analytics Science and Technology (VAST-Poster), 2014
Exploring Anomalies in GAStech: VAST Mini Challenge 1 and 2
Jaegul Choo, Yi Han, Mengdie Hu, Hannah Kim, James Nugent, Francesco Poggi, Haesun Park, and John Stasko
IEEE Conference on Visual Analytics Science and Technology (VAST Challenge), 2014
Klaus Advanced Computing Building, 1305
266 Ferst Drive
Atlanta, GA 30332
hannahkim [at] gatech.edu