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Commercial area analysis using big data on GIS: case of YongIn-si

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2021-06-03 View10

Comparative evaluation of VAE-based monitoring statistics for real-time anomaly detection in AIS data

Oh, YongKyung , Yoon, Kwonin , Park, Jaemin , Kim, Sungil

Conference Paper Issue Date2023-09-06 View9

Congestion propagation modeling with Graph Neural Network (GNN)

Oh, YongKyung , Lee, JuYeong , Kwak, JiIn , Kim, Sungil

Conference Paper Issue Date2020-11-13 View11

Enhancing Astronomical time series Classification with Neural Stochastic Differential Equations under Irregular Observations

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

Conference Paper Issue Date2024-02-20 View17

Enhancing Human Activity Recognition with Comparative Data Fusion and Learning Strategies

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2024-05-21 View25

Exploiting logistics anomaly detection using maritime big data

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2019-05-21 View10

Flow-based neural differential equations for time series analysis

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-20 View5

Flow-based neural differential equations for time series analysis

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-01 View4

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

Oh, YongKyung , Kim, Sungil

Article Issue Date2023-11 View27

Heterogeneous model fusion for enhanced sensor-based human activity recognition

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-18 View10

Heterogeneous model fusion for enhanced sensor-based human activity recognition

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-01 View7

Integrating Neural Controlled Differential Equations and Neural Flow for Comprehensive Irregularly-sampled Time Series Analysis

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

Conference Paper Issue Date2024-05-19 View22

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

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

Conference Paper Issue Date2024-02-26 View21

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-11-18 View10

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-11-04 View7

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-05-21 View8

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-11-16 View10

Lifelog data fusion approach for emotion recognition

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-12-22 View11

Logistics anomaly detection with maritime big data: a bootstrap approach

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2021-05-25 View8

Logistics Anomaly Detection with Maritime Big Data: A Bootstrap Approach

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2020-11-01 View9

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