Barry L. Drake

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 15

Top Topics

Search Space Reduction

Negative Matrix Factorization

Visual Analytics

Top Venues

J. Glob. Optim.

Publications

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)
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. BigData (2023)
Dongjin Choi, Barry L. Drake, Haesun Park
Co-embedding Multi-type Data for Information Fusion and Visual Analytics. FUSION (2023)
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 (2023)
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 (2023)
Hannah Kim, Barry L. Drake, Alex Endert, Haesun Park
ArchiText: Interactive Hierarchical Topic Modeling. IEEE Trans. Vis. Comput. Graph. 27 (9) (2021)
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) (2020)
Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park
TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling. VAST (2019)
Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling. CoRR (2019)
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) (2019)
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)
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)
Rundong Du, Barry L. Drake, Haesun Park
Hybrid Clustering based on Content and Connection Structure using Joint Nonnegative Matrix Factorization. CoRR (2017)
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) (2017)
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)
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)
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)
Tiffany Huang, Barry L. Drake, David Aalfs, Brani Vidakovic
Nonlinear Adaptive Filtering with Dimension Reduction in the Wavelet Domain. DCC (2014)
Barry L. Drake, Jingu Kim, Mahendra Mallick, Haesun Park
Supervised Raman spectra estimation based on nonnegative rank deficient least squares. FUSION (2010)
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)
Jaegul Choo, Barry L. Drake, Haesun Park
Hierarchical Linear Discriminant Analysis for Beamforming. SDM (2009)
Hyunsoo Kim, Haesun Park, Barry L. Drake
Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. BMC Bioinform. 9 (2008)
Haesun Park, Jaegul Choo, Barry L. Drake, Jinwoo Kang
Linear discriminant analysis for data with subcluster structure. ICPR (2008)
Hyunsoo Kim, Haesun Park, Barry L. Drake
Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. BMC Bioinform. 8 (S-9) (2007)
Hyunsoo Kim, Barry L. Drake, Haesun Park
Multiclass classifiers based on dimension reduction with generalized LDA. Pattern Recognit. 40 (11) (2007)
Hyunsoo Kim, Barry L. Drake, Haesun Park
Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors. IEEE Trans. Knowl. Data Eng. 18 (5) (2006)
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) (2003)
Barry L. Drake, Franklin T. Luk, Jeffrey M. Speiser, Jerome J. Symanski
SLAPP: A Systolic Linear Algebra Parallel Processor. Computer 20 (7) (1987)