Chiwoo Park

36 papers Misc 1Journal 31Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Active Learning of Piecewise Gaussian Process Surrogates.
Technometrics
Chiwoo Park, Robert Waelder, Bonggwon Kang, Benji Maruyama, Soondo Hong, Robert B. Gramacy
2025 J jnl
Deep Jump Gaussian Processes for Surrogate Modeling of High-Dimensional Piecewise Continuous Functions.
CoRR
Yang Xu, Chiwoo Park
2025 J jnl
Modular Jump Gaussian Processes.
CoRR
Anna R. Flowers, Christopher T. Franck, Mickaël Binois, Chiwoo Park, Robert B. Gramacy
2024 J jnl
A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis.
SIAM J. Imaging Sci.
Michael Wilson, Tom Needham, Chiwoo Park, Suparteek Kundu, Anuj Srivastava
2024 J jnl
Bayesian Optimization for the Vehicle Dwelling Policy in a Semiconductor Wafer Fab.
IEEE Trans Autom. Sci. Eng.
Bonggwon Kang, Chiwoo Park, Haejoong Kim, Soondo Hong
2023 J jnl
Active Learning of Piecewise Gaussian Process Surrogates.
CoRR
Chiwoo Park, Robert Waelder, Bonggwon Kang, Benji Maruyama, Soondo Hong, Robert B. Gramacy
2023 J jnl
Gaussian process-based storage location assignments with risk assessments for progressive zone picking systems.
Comput. Ind. Eng.
Jeongwon Park, Chiwoo Park, Soondo Hong
2022 — conf
Average Flow Time Estimation and Its Application for Storage Relocation in an Order Picking System.
APMS (1)
Jeongwon Park, Permata Vallentino Eko Joatiko, Chiwoo Park, Soondo Hong
2022 J jnl
Data Science for Motion and Time Analysis with Modern Motion Sensor Data.
Oper. Res.
Chiwoo Park, Sang Do Noh, Anuj Srivastava
2022 J jnl
Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions.
J. Mach. Learn. Res.
Chiwoo Park
2022 J jnl
Robust Gaussian process regression with a bias model.
Pattern Recognit.
Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter, Fritz J. Friedersdorf
2021 J jnl
Data association algorithm for large-scale multi-object tracking with complex interactions.
J. Electronic Imaging
Garret Vo, Dmitri N. Zakharov, Chiwoo Park
2021 J jnl
Gaussian Process Model for Estimating Piecewise Continuous Regression Functions.
CoRR
Chiwoo Park
2020 J jnl
Data Science for Motion and Time Analysis with Modern Motion Sensor Data.
CoRR
Chiwoo Park, Sang Do Noh, Anuj Srivastava
2020 — conf
Dynamic Data-Driven Distribution Tracking of Nanoparticle Morphology.
DDDAS
Chiwoo Park, Yu Ding
2020 J jnl
Robust Gaussian Process Regression with a Bias Model.
CoRR
Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter, Fritz J. Friedersdorf
2020 J jnl
Sparse filtered SIRT for electron tomography.
Pattern Recognit.
Chen Mu, Chiwoo Park
2020 J jnl
Variable selection for Gaussian process regression through a sparse projection.
CoRR
Chiwoo Park, David J. Borth, Nicholas S. Wilson, Chad N. Hunter
2019 J jnl
Sequential Adaptive Design for Jump Regression Estimation.
CoRR
Chiwoo Park, Peihua Qiu
2018 J jnl
Directional Statistics of Preferential Orientations of Two Shapes in Their Aggregate and Its Application to Nanoparticle Aggregation.
Technometrics
Ali Esmaieeli Sikaroudi, David A. Welch, Taylor J. Woehl, Roland Faller, James E. Evans, Nigel D. Browning, Chiwoo Park
2018 J jnl
Patchwork Kriging for Large-scale Gaussian Process Regression.
J. Mach. Learn. Res.
Chiwoo Park, Daniel W. Apley
2018 J jnl
Robust regression for image binarization under heavy noise and nonuniform background.
Pattern Recognit.
Garret Vo, Chiwoo Park
2017 J jnl
Patchwork Kriging for Large-scale Gaussian Process Regression.
CoRR
Chiwoo Park, Daniel W. Apley
2016 J jnl
Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes.
J. Mach. Learn. Res.
Chiwoo Park, Jianhua Z. Huang
2016 J jnl
Optimal Filtered Backprojection for Fast and Accurate Tomography Reconstruction.
CoRR
Chen Mu, Chiwoo Park
2016 J jnl
Robust Matrix Decomposition for Image Segmentation under Heavy Noises and Uneven Background Intensities.
CoRR
Garret Vo, Chiwoo Park
2016 J jnl
Two-Level Structural Sparsity Regularization for Finding Lattice Locations and Defects in Noisy Image Data.
CoRR
Xin Li, Alex Belianinov, Stephen Jesse, Chiwoo Park
2015 J jnl
Minimum Cost Multi-Way Data Association for Optimizing Multitarget Tracking of Interacting Objects.
IEEE Trans. Pattern Anal. Mach. Intell.
Chiwoo Park, Taylor J. Woehl, James E. Evans, Nigel D. Browning
2014 J jnl
Estimating Multiple Pathways of Object Growth Using Nonlongitudinal Image Data.
Technometrics
Chiwoo Park
2013 J jnl
Segmentation, Inference and Classification of Partially Overlapping Nanoparticles.
IEEE Trans. Pattern Anal. Mach. Intell.
Chiwoo Park, Jianhua Z. Huang, Jim X. Ji, Yu Ding
2012 J jnl
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression.
J. Mach. Learn. Res.
Chiwoo Park, Jianhua Z. Huang, Yu Ding
2011 J jnl
Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets.
J. Mach. Learn. Res.
Chiwoo Park, Jianhua Z. Huang, Yu Ding
2010 J jnl
A Computable Plug-In Estimator of Minimum Volume Sets for Novelty Detection.
Oper. Res.
Chiwoo Park, Jianhua Z. Huang, Yu Ding
2008 — conf
Collaborative data reduction for energy efficient sensor networks.
CASE
Chiwoo Park, Yu Ding, Eunshin Byon
2007 Misc conf
Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems.
International Conference on Computational Science (1)
Yu Ding, Eunshin Byon, Chiwoo Park, Jiong Tang, Yi Lu, Xin Wang
2006 — conf
A Study on the Application of BPM Systems for Implementation of RosettaNet Based e-Logistics.
ICCSA (4)
Yong Gu Ji, Chiwoo Park, Minsoo Kim