Heeyoung Kim

57 papers A* 11B 1C 1Misc 2Journal 32Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-task optimization with Bayesian neural network surrogates for parameter estimation of a simulation model.
Comput. Stat. Data Anal.
Hyungjin Kim, Chuljin Park, Heeyoung Kim
2025 J jnl
TSSI: Time Series as Screenshot Images for multivariate time series classification using convolutional neural networks.
Comput. Ind. Eng.
YongKyung Oh, Heeyoung Kim, Sungil Kim
2025 J jnl
Uncertainty Estimation by Flexible Evidential Deep Learning.
CoRR
Taeseong Yoon, Heeyoung Kim
2024 A* conf
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning.
CVPR
Hyuck Lee, Heeyoung Kim
2024 J jnl
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning.
CoRR
Hyuck Lee, Heeyoung Kim
2024 J jnl
Deep Latent Factor Model for Spatio-Temporal Forecasting.
Technometrics
Wonmo Koo, Eun-Yeol Ma, Heeyoung Kim
2024 — conf
Rebalancing Using Estimated Class Distribution for Imbalanced Semi-supervised Learning Under Class Distribution Mismatch.
ECCV (22)
Taemin Park, Hyuck Lee, Heeyoung Kim
2024 J jnl
Simultaneous Deep Clustering and Feature Selection via K-Concrete Autoencoder.
IEEE Trans. Knowl. Data Eng.
Woojin Doo, Heeyoung Kim
2024 A* conf
Simultaneous Deep Clustering and Feature Selection via K-concrete Autoencoder (Extended abstract).
ICDE
Woojin Doo, Heeyoung Kim
2024 J jnl
Spatially-correlated time series clustering using location-dependent Dirichlet process mixture model.
Stat. Anal. Data Min.
Junsub Jung, Sungil Kim, Heeyoung Kim
2024 J jnl
Tutorial on Matching-based Causal Analysis of Human Behaviors Using Smartphone Sensor Data.
ACM Comput. Surv.
Gyuwon Jung, Sangjun Park, Eun-Yeol Ma, Heeyoung Kim, Uichin Lee
2024 A* conf
Uncertainty Estimation by Density Aware Evidential Deep Learning.
ICML
Taeseong Yoon, Heeyoung Kim
2024 J jnl
Uncertainty Estimation by Density Aware Evidential Deep Learning.
CoRR
Taeseong Yoon, Heeyoung Kim
2023 — conf
A study on the progress and future directions for MyData in South Korea.
BCD
Jongmo Hwang, Jungsun Oh, Heeyoung Kim
2023 — conf
Causal Analytic Process for Mobile Health Data.
BigComp
Gyuwon Jung, Sangjun Park, Uichin Lee, Eun-Yeol Ma, Heeyoung Kim
2023 — conf
Data-driven Digital Therapeutics Analytics.
BigComp
Uichin Lee, Gyuwon Jung, Sangjun Park, Eun-Yeol Ma, Heeyoung Kim, YongGeon Lee, Youngtae Noh
2023 J jnl
Deep embedding kernel mixture networks for conditional anomaly detection in high-dimensional data.
Int. J. Prod. Res.
Hyojoong Kim, Heeyoung Kim
2023 A* conf
Inverse-Reference Priors for Fisher Regularization of Bayesian Neural Networks.
AAAI
Keunseo Kim, Eun-Yeol Ma, Jeongman Choi, Heeyoung Kim
2023 — conf
Investigating Causality in Mobile Health Data through Deep Learning Models.
BigComp
Eun-Yeol Ma, Heeyoung Kim, Uichin Lee
2023 J jnl
Label-Noise Robust Deep Generative Model for Semi-Supervised Learning.
Technometrics
Heegeon Yoon, Heeyoung Kim
2023 J jnl
Machine Learning for Industry 4.0 [From the Guest Editors].
IEEE Robotics Autom. Mag.
MengChu Zhou, Yan Qiao, Bin Liu, Birgit Vogel-Heuser, Heeyoung Kim
2023 J jnl
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions.
IEEE CAA J. Autom. Sinica
Uichin Lee, Gyuwon Jung, Eun-Yeol Ma, Jinsan Kim, Heepyung Kim, Jumabek Alikhanov, Youngtae Noh, Heeyoung Kim
2022 J jnl
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions.
CoRR
Uichin Lee, Gyuwon Jung, Eun-Yeol Ma, Jinsan Kim, Heepyung Kim, Hyunsoo Lee, Jumabek Alikhanov, Youngtae Noh, Heeyoung Kim
2021 A* conf
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning.
NeurIPS
Hyuck Lee, Seungjae Shin, Heeyoung Kim
2021 J jnl
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning.
CoRR
Hyuck Lee, Seungjae Shin, Heeyoung Kim
2021 A* conf
Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models.
NeurIPS
Keunseo Kim, Juncheol Shin, Heeyoung Kim
2021 A* conf
Objective Bound Conditional Gaussian Process for Bayesian Optimization.
ICML
Taewon Jeong, Heeyoung Kim
2020 J jnl
A Bayesian Nonparametric Mixture Measurement Error Model With Application to Spatial Density Estimation Using Mobile Positioning Data With Multi-Accuracy and Multi-Coverage.
Technometrics
Youngmin Lee, Taewon Jeong, Heeyoung Kim
2020 J jnl
Bayesian Nonparametric Joint Mixture Model for Clustering Spatially Correlated Time Series.
Technometrics
Youngmin Lee, Heeyoung Kim
2020 J jnl
Fault Classification in High-Dimensional Complex Processes Using Semi-Supervised Deep Convolutional Generative Models.
IEEE Trans. Ind. Informatics
Taeyoung Ko, Heeyoung Kim
2020 A* conf
OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification.
NeurIPS
Taewon Jeong, Heeyoung Kim
2019 A* conf
Ladder Capsule Network.
ICML
Taewon Jeong, Youngmin Lee, Heeyoung Kim
2018 — conf
Achievable Rate Evaluation by System Level Simulation for mm Wave Based Backhaul Network Adopting in-Band Full-Duplex.
ICUFN
Seongbae Han, Jaemin Jung, Heeyoung Kim, Seokki Kim, SeungKwon Baek, Sooyong Choi
2018 J jnl
Application of kernel principal component analysis to multi-characteristic parameter design problems.
Ann. Oper. Res.
Woojin Soh, Heeyoung Kim, Bong-Jin Yum
2018 — conf
Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems.
ICUFN
Jaemin Jung, Heeyoung Kim, Seongbae Han, Young Rok Jang, Seokki Kim, SeungKwon Baek, Sooyong Choi
2018 — conf
Low Complexity Beam Searching Algorithm Using Asymptotic Property of Massive MIMO Systems.
ICUFN
Heeyoung Kim, Jaemin Jung, Seongbae Han, Seokki Kim, SeungKwon Baek, Sooyong Choi
2018 J jnl
TRAILSENSE: Crowdsensing Risky Mountain Trail Segments.
GetMobile Mob. Comput. Commun.
Keunseo Kim, Hengameh Zabihi, Heeyoung Kim, Uichin Lee
2017 J jnl
Detection of PVC by using a wavelet-based statistical ECG monitoring procedure.
Biomed. Signal Process. Control.
Yonghan Jung, Heeyoung Kim
2017 J jnl
Early detection of vessel delays using combined historical and real-time information.
J. Oper. Res. Soc.
Sungil Kim, Heeyoung Kim, Yongro Park
2017 J jnl
Hierarchical Spatially Varying Coefficient Process Model.
Technometrics
Heeyoung Kim, Jaehwan Lee
2017 J jnl
Incorporation of engineering knowledge into the modeling process: a local approach.
Int. J. Prod. Res.
Heeyoung Kim, Justin T. Vastola, Sungil Kim, Jye-Chyi Lu, Martha A. Grover
2017 J jnl
TrailSense: A Crowdsensing System for Detecting Risky Mountain Trail Segments with Walking Pattern Analysis.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Keunseo Kim, Hengameh Zabihi, Heeyoung Kim, Uichin Lee
2016 J jnl
A Multivariate Loss Function Approach to Robust Design of Systems with Multiple Performance Characteristics.
Qual. Reliab. Eng. Int.
Woojin Soh, Heeyoung Kim, Bong-Jin Yum
2016 A* conf
Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping.
IJCAI
Wonsung Lee, Youngmin Lee, Heeyoung Kim, Il-Chul Moon
2016 Misc conf
Looking back on the current day: interruptibility prediction using daily behavioral features.
UbiComp
Minsoo Choy, Daehoon Kim, Jae-Gil Lee, Heeyoung Kim, Hiroshi Motoda
2016 J jnl
Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services.
IEEE Intell. Syst.
Sungil Kim, Heeyoung Kim, Younghwan Namkoong
2014 J jnl
A Lipschitz Regularity-Based Statistical Model With Applications in Coordinate Metrology.
IEEE Trans Autom. Sci. Eng.
Heeyoung Kim, Xiaoming Huo, Meghan Shilling, Hy D. Tran
2014 J jnl
A single interval based classifier.
Ann. Oper. Res.
Heeyoung Kim, Xiaoming Huo, Jianjun Shi
2013 J jnl
Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data.
Data Min. Knowl. Discov.
Kichun Lee, Alexander G. Gray, Heeyoung Kim
2013 J jnl
Optimal sampling and curve interpolation via wavelets.
Appl. Math. Lett.
Heeyoung Kim, Xiaoming Huo
2010 J jnl
Multilevel vorticity confinement for water turbulence simulation.
Vis. Comput.
Taekwon Jang, Heeyoung Kim, Jinhyuk Bae, Jaewoo Seo, Junyong Noh
2010 A* conf
Spatiotemporal Event Detection in Mobility Network.
ICDM
S. Tom Au, Rong Duan, Heeyoung Kim, Guangqin Ma
2008 B conf
Personality design of sociable robots by control of gesture design factors.
RO-MAN
Heeyoung Kim, Sonya S. Kwak, Myungsuk Kim
2003 — conf
Fast Implementation of 3D SPIHT for Real-Time Video Compresison.
CISST
Heeyoung Kim, Seongduk Cho, Chulhee Lee
2003 C conf
Fast implementation of 3-D SPIHT using tree information matrix.
IGARSS
Heeyoung Kim, Jihwan Choe, Chulhee Lee
2003 — conf
Rapid Hybrid Interpolation for Color Filter Array CCD.
CISST
Seongduk Cho, Heeyoung Kim, Chulhee Lee
2002 Misc conf
Decision Boundary Feature Extraction for Equalizers.
IC-AI
Chulhee Lee, Jinwook Go, Heeyoung Kim