Sungil Kim

According to our database, Sungil Kim authored at least 27 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Modeling Irregular Astronomical Time Series with Neural Stochastic Delay Differential Equations.

YongKyung Oh, Seungsu Kam, Dong-Young Lim, Sungil Kim

CoRR, August, 2025

TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification.

YongKyung Oh, Dong-Young Lim, Sungil Kim, Alex A. T. Bui

CoRR, August, 2025

TAOD-Net: Automated detection and analysis of thyroid-associated orbitopathy in facial imagery.

Yongkyung Oh, Giheon Koh, Jiin Kwak, Kyubo Shin, Gi-Soo Kim, Min Joung Lee, Hokyung Choung, Namju Kim, Jae Hoon Moon, Sungil Kim

Comput. Ind. Eng., 2025

TSSI: Time Series as Screenshot Images for multivariate time series classification using convolutional neural networks.

Yongkyung Oh, Heeyoung Kim, Sungil Kim

Comput. Ind. Eng., 2025

Comprehensive Review of Neural Differential Equations for Time Series Analysis.

YongKyung Oh, Seungsu Kam, Jonghun Lee, Dong-Young Lim, Sungil Kim, Alex A. T. Bui

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis.

YongKyung Oh, Dong-Young Lim, Sungil Kim

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics.

YongKyung Oh, Sungil Kim

IEEE Trans Autom. Sci. Eng., October, 2024

Multichannel convolution neural network for gas mixture classification.

YongKyung Oh, Chiehyeon Lim, Junghye Lee, Sewon Kim, Sungil Kim

Ann. Oper. Res., August, 2024

Spatially-correlated time series clustering using location-dependent Dirichlet process mixture model.

Junsub Jung, Sungil Kim, Heeyoung Kim

Stat. Anal. Data Min., February, 2024

Multi-modal lifelog data fusion for improved human activity recognition: A hybrid approach.

YongKyung Oh, Sungil Kim

Inf. Fusion, 2024

Invertible Solution of Neural Differential Equations for Analysis of Irregularly-Sampled Time Series.

YongKyung Oh, Dongyoung Lim, Sungil Kim

CoRR, 2024

Domain-knowledge-informed functional outlier detection for line quality control systems.

Jong Hwan Mun, Jitae Yoo, Heesun Kim, Nayi Ryu, Sungil Kim

Comput. Ind. Eng., 2024

Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data.

YongKyung Oh, Dongyoung Lim, Sungil Kim

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning.

Sungil Kim, Yongjun Hong, Jung-Tek Lim, Kwang Hyun Kim

Comput. Geosci., December, 2023

Sensor drift compensation for gas mixture classification in batch experiments.

YongKyung Oh, Juhui Lee, Sungil Kim

Qual. Reliab. Eng. Int., October, 2023

2021

New Crypto-Secured Lending System with a Two-Way Collateral Function.

Sungil Kim

Ledger, 2021

Maximum feasibility estimation.

Sungil Kim

Inf. Sci., 2021

Time Delay Estimation of Traffic Congestion Propagation based on Transfer Entropy.

YongKyung Oh, Jiin Kwak, JuYoung Lee, Sungil Kim

CoRR, 2021

Multi-channel Convolution Neural Network for Gas Mixture Classification.

YongKyung Oh, Sungil Kim

Proceedings of the 2021 International Conference on Data Mining, 2021

2019

Characteristics of an Implantable Blood Pressure Sensor Packaged by Ultrafast Laser Microwelding.

Sungil Kim, Jaesoon Park, Sangkyun So, Sanghoon Ahn, Jiyeon Choi, Chiwan Koo, Yeun-Ho Joung

Sensors, 2019

Revealing household characteristics using connected home products.

Sungil Kim

Inf. Sci., 2019

2017

Early detection of vessel delays using combined historical and real-time information.

Sungil Kim, Heeyoung Kim, Yongro Park

J. Oper. Res. Soc., 2017

Incorporation of engineering knowledge into the modeling process: a local approach.

Heeyoung Kim, Justin T. Vastola, Sungil Kim, Jye-Chyi Lu, Martha A. Grover

Int. J. Prod. Res., 2017

2016

Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services.

Sungil Kim, Heeyoung Kim, Younghwan Namkoong

IEEE Intell. Syst., 2016

2008

NAT Issues in the Remote Management of Home Network Devices.

Choongul Park, Kitae Jeong, Sungil Kim, Youngseok Lee

IEEE Netw., 2008

A Reactive Local Positioning System for Ad Hoc Networks.

Sungil Kim, Yoo Chul Chung, Yangwoo Ko, Dongman Lee

Proceedings of the IEEE International Conference on Sensor Networks, 2008

2006

A fast eye-movement tracking using cross-division algorithm.

Jongman Cho, Sungil Kim, Jaehong Lim

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006