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Chiwoo Park
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Journal Articles
- 2024
- [j17]Michael Wilson, Tom Needham, Chiwoo Park, Suparteek Kundu, Anuj Srivastava:
A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis. SIAM J. Imaging Sci. 17(3): 1433-1466 (2024) - 2023
- [j16]Jeongwon Park
, Chiwoo Park, Soondo Hong
:
Gaussian process-based storage location assignments with risk assessments for progressive zone picking systems. Comput. Ind. Eng. 185: 109700 (2023) - 2022
- [j15]Chiwoo Park
, Sang Do Noh, Anuj Srivastava:
Data Science for Motion and Time Analysis with Modern Motion Sensor Data. Oper. Res. 70(6): 3217-3233 (2022) - [j14]Chiwoo Park:
Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions. J. Mach. Learn. Res. 23: 278:1-278:37 (2022) - [j13]Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter, Fritz J. Friedersdorf:
Robust Gaussian process regression with a bias model. Pattern Recognit. 124: 108444 (2022) - 2021
- [j12]Garret Vo, Dmitri N. Zakharov, Chiwoo Park:
Data association algorithm for large-scale multi-object tracking with complex interactions. J. Electronic Imaging 30(6) (2021) - 2020
- [j11]Chen Mu, Chiwoo Park
:
Sparse filtered SIRT for electron tomography. Pattern Recognit. 102: 107253 (2020) - 2018
- [j10]Chiwoo Park, Daniel W. Apley:
Patchwork Kriging for Large-scale Gaussian Process Regression. J. Mach. Learn. Res. 19: 7:1-7:43 (2018) - [j9]Garret Vo, Chiwoo Park
:
Robust regression for image binarization under heavy noise and nonuniform background. Pattern Recognit. 81: 224-239 (2018) - [j8]Ali Esmaieeli Sikaroudi, David A. Welch, Taylor J. Woehl, Roland Faller, James E. Evans, Nigel D. Browning, Chiwoo Park
:
Directional Statistics of Preferential Orientations of Two Shapes in Their Aggregate and Its Application to Nanoparticle Aggregation. Technometrics 60(3): 332-344 (2018) - 2016
- [j7]Chiwoo Park, Jianhua Z. Huang:
Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes. J. Mach. Learn. Res. 17: 174:1-174:29 (2016) - 2015
- [j6]Chiwoo Park
, Taylor J. Woehl, James E. Evans, Nigel D. Browning
:
Minimum Cost Multi-Way Data Association for Optimizing Multitarget Tracking of Interacting Objects. IEEE Trans. Pattern Anal. Mach. Intell. 37(3): 611-624 (2015) - 2014
- [j5]Chiwoo Park
:
Estimating Multiple Pathways of Object Growth Using Nonlongitudinal Image Data. Technometrics 56(2): 186-199 (2014) - 2013
- [j4]Chiwoo Park
, Jianhua Z. Huang, Jim X. Ji, Yu Ding:
Segmentation, Inference and Classification of Partially Overlapping Nanoparticles. IEEE Trans. Pattern Anal. Mach. Intell. 35(3) (2013) - 2012
- [j3]Chiwoo Park, Jianhua Z. Huang, Yu Ding:
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression. J. Mach. Learn. Res. 13: 775-779 (2012) - 2011
- [j2]Chiwoo Park, Jianhua Z. Huang, Yu Ding:
Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets. J. Mach. Learn. Res. 12: 1697-1728 (2011) - 2010
- [j1]Chiwoo Park
, Jianhua Z. Huang, Yu Ding:
A Computable Plug-In Estimator of Minimum Volume Sets for Novelty Detection. Oper. Res. 58(5): 1469-1480 (2010)
Conference and Workshop Papers
- 2022
- [c5]Jeongwon Park
, Permata Vallentino Eko Joatiko, Chiwoo Park, Soondo Hong:
Average Flow Time Estimation and Its Application for Storage Relocation in an Order Picking System. APMS (1) 2022: 60-66 - 2020
- [c4]Chiwoo Park, Yu Ding:
Dynamic Data-Driven Distribution Tracking of Nanoparticle Morphology. DDDAS 2020: 132-139 - 2008
- [c3]Chiwoo Park
, Yu Ding, Eunshin Byon:
Collaborative data reduction for energy efficient sensor networks. CASE 2008: 442-447 - 2007
- [c2]Yu Ding, Eunshin Byon, Chiwoo Park
, Jiong Tang, Yi Lu, Xin Wang:
Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems. International Conference on Computational Science (1) 2007: 1197-1204 - 2006
- [c1]Yong Gu Ji
, Chiwoo Park
, Minsoo Kim:
A Study on the Application of BPM Systems for Implementation of RosettaNet Based e-Logistics. ICCSA (4) 2006: 697-706
Informal and Other Publications
- 2023
- [i10]Chiwoo Park, Robert Waelder, Bonggwon Kang, Benji Maruyama, Soondo Hong, Robert B. Gramacy:
Active Learning of Piecewise Gaussian Process Surrogates. CoRR abs/2301.08789 (2023) - 2021
- [i9]Chiwoo Park:
Gaussian Process Model for Estimating Piecewise Continuous Regression Functions. CoRR abs/2104.06487 (2021) - 2020
- [i8]Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter, Fritz J. Friedersdorf:
Robust Gaussian Process Regression with a Bias Model. CoRR abs/2001.04639 (2020) - [i7]Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter:
Variable selection for Gaussian process regression through a sparse projection. CoRR abs/2008.10769 (2020) - [i6]Chiwoo Park, Sang Do Noh, Anuj Srivastava:
Data Science for Motion and Time Analysis with Modern Motion Sensor Data. CoRR abs/2008.10786 (2020) - 2019
- [i5]Chiwoo Park, Peihua Qiu:
Sequential Adaptive Design for Jump Regression Estimation. CoRR abs/1904.01648 (2019) - 2017
- [i4]Chiwoo Park, Daniel W. Apley:
Patchwork Kriging for Large-scale Gaussian Process Regression. CoRR abs/1701.06655 (2017) - 2016
- [i3]Chen Mu, Chiwoo Park:
Optimal Filtered Backprojection for Fast and Accurate Tomography Reconstruction. CoRR abs/1608.01686 (2016) - [i2]Garret Vo, Chiwoo Park:
Robust Matrix Decomposition for Image Segmentation under Heavy Noises and Uneven Background Intensities. CoRR abs/1609.08078 (2016) - [i1]Xin Li, Alex Belianinov, Stephen Jesse, Chiwoo Park:
Two-Level Structural Sparsity Regularization for Finding Lattice Locations and Defects in Noisy Image Data. CoRR abs/1611.08280 (2016)
Coauthor Index
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