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Publications

프린트페이스북
Publications - Authors, Title, Journal, Pub. Year
Authors Title Journal Pub. Year
H. Kim, R. Duan, S. Kim, J. Lee, and G.-Q. Ma Spatial cluster detection in mobility networks: a copula approach  Journal of the Royal Statistical Society: Series C 2019
J. Chung and H. Kim Crime risk maps: multivariate spatial analysis of crime data  Geographical Analysis 2019
K. Kim, V. Kim, and H. Kim Spatio-temporal autoregressive model for origin-destination air passenger flows  Journal of the Royal Statistical Society: Series A 2019
T. Jeong, Y. Lee, and H. Kim Ladder Capsule Network  International Conference on Machine Learning (ICML) 2019
K. Kim, H. Kim, V. Kim, and H. Kim A multiscale spatially varying coefficient model for regional analysis of topsoil geochemistry  Journal of Agricultural, Biological, and Environmental Statistics 2020
T. Ko and H. Kim Fault classification in high-dimensional complex processes using semi-supervised deep convolutional   IEEE Transactions on Industrial Informatics 2020
Y. Lee, T. Jeong, and H. Kim A Bayesian nonparametric mixture measurement error model with application to spatial density estimat  Technometrics 2020
Y. Lee and H. Kim Bayesian nonparametric joint mixture model for clustering spatially correlated time series  Technometrics 2020
W. Koo and H. Kim Bayesian nonparametric latent class model for longitudinal data  Statistical Methods in Medical Research 2020
J. Hwang and H. Kim Variational deep clustering of wafer map patterns  IEEE Transactions on Semiconductor Manufacturing 2020
J. Kim, Y. Lee, and H. Kim Detection and clustering of mixed-type defect patterns in wafer bin maps  IISE Transactions 2020
Y. Hyun and H. Kim Memory-Augmented Convolutional Neural Networks with Triplet Loss for Imbalanced Wafer Defect Pattern  IEEE Transactions on Semiconductor Manufacturing 2020
S. Kim, R. Duan, G.-Q. Ma, and H. Kim Multiresolution spatial generalized linear mixed model for integrating multi-fidelity spatial count   Spatial Statistics 2020
Stephane RA Barde, Soumaya Yacout, Hayong Shin Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks  Journal of Intelligent Manufacturing 2019
Won-Jun Lee, Byung-Hee Kim, Keyhoon Ko, Hayong Shin Simulation based multi-objective fab scheduling by using reinforcement learning  2019 Winter Simulation Conference (WSC) 2019
Heechang Ryu, Hayong Shin, Jinkyoo Park Multi-Agent Actor-Critic with Hierarchical Graph Attention Network.  AAAI 2020
Stephane Barde, Young Myoung Ko, Hayong Shin Fitting discrete phase-type distribution from censored and truncated observations with pre-specified  Operations Research Letters 2020
안도현, 김경국, 김영훈 Small-time smile for the multifactor volatility Heston model  Journal of Applied Probability 2020
김도원, 김경국, 이지웅 Term structrues and scenario-based social discount rates under smooth ambiguity  The Engineering Economist 2020
김경국, 임동영 Static Replication of Barrier-type Options via Intergal Equations  Quantitative Finance 2020