Heeyoung Kim
Orcid: 0000-0001-6415-9887
According to our database1,
Heeyoung Kim
authored at least 44 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning.
CoRR, 2024
2023
IEEE Robotics Autom. Mag., June, 2023
Deep embedding kernel mixture networks for conditional anomaly detection in high-dimensional data.
Int. J. Prod. Res., February, 2023
Technometrics, January, 2023
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions.
IEEE CAA J. Autom. Sinica, 2023
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023
Proceedings of the 8th IEEE/ACIS International Conference on Big Data, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions.
CoRR, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Fault Classification in High-Dimensional Complex Processes Using Semi-Supervised Deep Convolutional Generative Models.
IEEE Trans. Ind. Informatics, 2020
Bayesian Nonparametric Joint Mixture Model for Clustering Spatially Correlated Time Series.
Technometrics, 2020
A Bayesian Nonparametric Mixture Measurement Error Model With Application to Spatial Density Estimation Using Mobile Positioning Data With Multi-Accuracy and Multi-Coverage.
Technometrics, 2020
OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
GetMobile Mob. Comput. Commun., 2018
Application of kernel principal component analysis to multi-characteristic parameter design problems.
Ann. Oper. Res., 2018
Low Complexity Beam Searching Algorithm Using Asymptotic Property of Massive MIMO Systems.
Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018
Initial Beam Selection Scheme Using Channel Correlation Matrix in mmWave Massive MIMO Systems.
Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018
Achievable Rate Evaluation by System Level Simulation for mm Wave Based Backhaul Network Adopting in-Band Full-Duplex.
Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018
2017
Early detection of vessel delays using combined historical and real-time information.
J. Oper. Res. Soc., 2017
TrailSense: A Crowdsensing System for Detecting Risky Mountain Trail Segments with Walking Pattern Analysis.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Int. J. Prod. Res., 2017
Biomed. Signal Process. Control., 2017
2016
A Multivariate Loss Function Approach to Robust Design of Systems with Multiple Performance Characteristics.
Qual. Reliab. Eng. Int., 2016
Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services.
IEEE Intell. Syst., 2016
Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Looking back on the current day: interruptibility prediction using daily behavioral features.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
2014
A Lipschitz Regularity-Based Statistical Model With Applications in Coordinate Metrology.
IEEE Trans Autom. Sci. Eng., 2014
2013
Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data.
Data Min. Knowl. Discov., 2013
2010
Proceedings of the ICDM 2010, 2010
2008
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, 2008
2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Fast Implementation of 3D SPIHT for Real-Time Video Compresison.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003
Rapid Hybrid Interpolation for Color Filter Array CCD.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003
2002
Decision Boundary Feature Extraction for Equalizers.
Proceedings of the International Conference on Artificial Intelligence, 2002