Author

Haesun Park

Regents' Professor of Computational Science and Engineering, Georgia Institute of Technology - Cited by 18,485 - Numerical Algorithms - Data Analysis - Visual Analytics - Parallel Computing

Biography

Haesun Park Is currently working at the School of Computational Science and Engineering, College of Computing, Georgia Institute of Technology, Atlanta, GA, USA has an interest in topics like - Numerical Algorithms, Data Analysis, Visual Analytics, Parallel Computing
Title
Cited by
Year
SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering
D Kuang, S Yun, H ParkJournal of Global Optimization 62 (3), 545-574, 2015201
212
2015
InterAxis: Steering scatterplot axes via observation-level interaction
H Kim, J Choo, H Park, A EndertIEEE transactions on visualization and computer graphics 22 (1), 131-140, 2016201
98
2016
Simultaneous discovery of common and discriminative topics via joint nonnegative matrix factorization
H Kim, J Choo, J Kim, CK Reddy, H ParkProceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015201
83
2015
A high-performance parallel algorithm for nonnegative matrix factorization
R Kannan, G Ballard, H ParkACM SIGPLAN Notices 51 (8), 1-11, 2016201
77
2016
Axisketcher: Interactive nonlinear axis mapping of visualizations through user drawings
BC Kwon, H Kim, E Wall, J Choo, H Park, A EndertIEEE transactions on visualization and computer graphics 23 (1), 221-230, 2016201
73
2016
Outlier Detection for Text Data
R Kannan, H Woo, CC Aggarwal, H ParkProceedings of the 2017 SIAM International Conference on Data Mining, 489-497, 2017201
64
2017
Data-enabled public preferences inform integration of autonomous vehicles with transit-oriented development in Atlanta
Z Lu, R Du, E Dunham-Jones, H Park, J CrittendenCities 63, 118-127, 2017201
52
2017
MPI-FAUN: An MPI-based framework for alternating-updating nonnegative matrix factorization
R Kannan, G Ballard, H ParkIEEE Transactions on Knowledge and Data Engineering 30 (3), 544-558, 2017201
41
2017
Weakly supervised nonnegative matrix factorization for user-driven clustering
J Choo, C Lee, CK Reddy, H ParkData Mining and Knowledge Discovery 29 (6), 1598-1621, 2015201
33
2015
DC-NMF: nonnegative matrix factorization based on divide-and-conquer for fast clustering and topic modeling
R Du, D Kuang, B Drake, H ParkJournal of Global Optimization, 1-22, 2017201
31
2017
TASTE: Temporal and static tensor factorization for phenotyping electronic health records
A Afshar, I Perros, H Park, C Defilippi, X Yan, W Stewart, J Ho, J SunProceedings of the ACM Conference on Health, Inference, and Learning, 193-203, 2020202
28
2020
Hypergraph Random Walks, Laplacians, and Clustering
K Hayashi, SG Aksoy, CH Park, H ParkProceedings of the 29th ACM International Conference on Information …, 2020202
27
2020
Outlier Detection for Text Data: An Extended Version
R Kannan, H Woo, CC Aggarwal, H ParkarXiv preprint arXiv:1701.01325, 2017201
26
2017
Bounded matrix low rank approximation
R Kannan, M Ishteva, B Drake, H ParkNon-negative Matrix Factorization Techniques, 89-118, 2016201
26
2016
Hybrid clustering based on content and connection structure using joint nonnegative matrix factorization
R Du, B Drake, H ParkJournal of Global Optimization, 1-17, 2017201
22
2017
Stexnmf: Spatio-temporally exclusive topic discovery for anomalous event detection
S Shin, M Choi, J Choi, S Langevin, C Bethune, P Horne, N Kronenfeld, ...2017 IEEE International Conference on Data Mining (ICDM), 435-444, 2017201
22
2017
Behavioral clusters in dynamic graphs
JP Fairbanks, R Kannan, H Park, DA BaderParallel Computing 47, 38-50, 2015201
21
2015
ArchiText: Interactive hierarchical topic modeling
H Kim, B Drake, A Endert, H ParkIEEE transactions on visualization and computer graphics, 2020202
21
2020
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping
I Perros, EE Papalexakis, H Park, R Vuduc, X Yan, C Defilippi, WF Stewart, ...arXiv preprint arXiv:1803.05473, 2018201
21
2018
MEGA: Multi-view semi-supervised clustering of hypergraphs
JJ Whang, R Du, S Jung, G Lee, B Drake, Q Liu, S Kang, H ParkProceedings of the VLDB Endowment 13 (5), 698-711, 2020202
19
2020

Referred From: https://scholar.google.com/citations?user=G6kA1CMAAAAJ&hl=en

Cited by
Citations 18485
h-index 66
i10-index 167
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