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ORCIDBarry L. Drake
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- affiliation: Georgia Institute of Technology, Georgia Tech Research Institute
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2020 – today
- 2023
[c14]Dongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park:
WellFactor: Patient Profiling using Integrative Embedding of Healthcare Data. IEEE Big Data 2023: 616-625- [c13]Dongjin Choi
, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park:
Patient Clustering via Integrated Profiling of Clinical and Digital Data. CIKM 2023: 3818-3822 - [c12]Dongjin Choi, Barry L. Drake, Haesun Park:
Co-embedding Multi-type Data for Information Fusion and Visual Analytics. FUSION 2023: 1-8 - [i4]Dongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park:
Patient Clustering via Integrated Profiling of Clinical and Digital Data. CoRR abs/2308.11748 (2023) - [i3]Dongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park:
WellFactor: Patient Profiling using Integrative Embedding of Healthcare Data. CoRR abs/2312.14129 (2023) - 2021
- [j10]Hannah Kim, Barry L. Drake, Alex Endert, Haesun Park:
ArchiText: Interactive Hierarchical Topic Modeling. IEEE Trans. Vis. Comput. Graph. 27(9): 3644-3655 (2021) - 2020
- [j9]Joyce Jiyoung Whang, Rundong Du, Sangwon Jung, Geon Lee, Barry L. Drake, Qingqing Liu, Seonggoo Kang, Haesun Park:
MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs. Proc. VLDB Endow. 13(5): 698-711 (2020)
2010 – 2019
- 2019
- [j8]Rundong Du, Barry L. Drake, Haesun Park:
Hybrid clustering based on content and connection structure using joint nonnegative matrix factorization. J. Glob. Optim. 74(4): 861-877 (2019) - [c11]Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park:
TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling. VAST 2019: 35-45 - [i2]Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park:
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling. CoRR abs/1907.12079 (2019) - 2018
- [c10]Minsuk Choi, Dear Sungbok Shin, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry L. Drake, Haesun Park, Jaegul Choo:
TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive Topic Modeling on Social Media. CHI 2018: 583 - 2017
- [j7]Rundong Du, Da Kuang, Barry L. Drake, Haesun Park:
DC-NMF: nonnegative matrix factorization based on divide-and-conquer for fast clustering and topic modeling. J. Glob. Optim. 68(4): 777-798 (2017) - [c9]Barry L. Drake, Tiffany Huang, Ashley Beavers, Rundong Du, Haesun Park:
Event Detection Based on Nonnegative Matrix Factorization: Ceasefire Violation, Environmental, and Malware Events. AHFE (9) 2017: 158-169 - [c8]Dear Sungbok Shin, Minsuk Choi, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry L. Drake, Haesun Park, Jaegul Choo:
STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection. ICDM 2017: 435-444 - [i1]Rundong Du, Barry L. Drake, Haesun Park:
Hybrid Clustering based on Content and Connection Structure using Joint Nonnegative Matrix Factorization. CoRR abs/1703.09646 (2017) - 2014
- [c7]Tiffany Huang, Barry L. Drake, David Aalfs, Brani Vidakovic:
Nonlinear Adaptive Filtering with Dimension Reduction in the Wavelet Domain. DCC 2014: 408 - [c6]Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Chandan K. Reddy, Barry L. Drake, Haesun Park:
PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods. IEEE VAST 2014: 241-242 - [c5]Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Zhicheng Liu, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Barry L. Drake, Haesun Park:
VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data. IEEE VAST 2014: 243-244 - 2010
- [c4]Barry L. Drake, Jingu Kim, Mahendra Mallick, Haesun Park:
Supervised Raman spectra estimation based on nonnegative rank deficient least squares. FUSION 2010: 1-8
2000 – 2009
- 2009
- [c3]Mahendra Mallick, Barry L. Drake, Haesun Park, Andy Register, William Dale Blair, Phil West, Ryan D. Palkki, Aaron D. Lanterman, Darren Emge:
Comparison of Raman spectra estimation algorithms. FUSION 2009: 2239-2246 - [c2]Jaegul Choo, Barry L. Drake, Haesun Park:
Hierarchical Linear Discriminant Analysis for Beamforming. SDM 2009: 894-905 - 2008
- [j6]Hyunsoo Kim, Haesun Park, Barry L. Drake:
Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. BMC Bioinform. 9 (2008) - [c1]Haesun Park, Jaegul Choo, Barry L. Drake, Jinwoo Kang:
Linear discriminant analysis for data with subcluster structure. ICPR 2008: 1-4 - 2007
- [j5]Hyunsoo Kim, Haesun Park, Barry L. Drake:
Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. BMC Bioinform. 8(S-9) (2007) - [j4]Hyunsoo Kim, Barry L. Drake, Haesun Park:
Multiclass classifiers based on dimension reduction with generalized LDA. Pattern Recognit. 40(11): 2939-2945 (2007) - 2006
- [j3]Hyunsoo Kim, Barry L. Drake, Haesun Park:
Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors. IEEE Trans. Knowl. Data Eng. 18(5): 603-612 (2006) - 2003
- [j2]Yunjae Jung, Haesun Park, Ding-Zhu Du, Barry L. Drake:
A Decision Criterion for the Optimal Number of Clusters in Hierarchical Clustering. J. Glob. Optim. 25(1): 91-111 (2003)
1980 – 1989
- 1987
- [j1]Barry L. Drake, Franklin T. Luk, Jeffrey M. Speiser, Jerome J. Symanski:
SLAPP: A Systolic Linear Algebra Parallel Processor. Computer 20(7): 45-49 (1987)
Coauthor Index
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