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A Comprehensive Study of Deep Learning for Real-World Multivariate Time Series Classification File

Oh, YongKyung

Thesis Issue Date2023-02 View20

A Propagation Prediction Method for Non-recurrent Traffic Congestion

Oh, YongKyung , Kwak, Jiin , Lee, Juyeong , Kim, Sungil

Conference Paper Issue Date2021-10-26 View4

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

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2021-06-03 View2

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 View4

Congestion propagation modeling with Graph Neural Network (GNN)

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

Conference Paper Issue Date2020-11-13 View2

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 View10

Exploiting logistics anomaly detection using maritime big data

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2019-05-21 View3

Flow-based neural differential equations for time series analysis

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-20 View4

Flow-based neural differential equations for time series analysis

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-01 View2

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 View5

Heterogeneous model fusion for enhanced sensor-based human activity recognition

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-18 View4

Heterogeneous model fusion for enhanced sensor-based human activity recognition

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-06-01 View4

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 View12

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-11-18 View4

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-11-04 View2

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2023-05-21 View4

Irregularly sampled time series classification using neural stochastic differential equation

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-11-16 View4

Lifelog data fusion approach for emotion recognition

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2022-12-22 View6

Logistics anomaly detection with maritime big data: a bootstrap approach

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2021-05-25 View3

Logistics Anomaly Detection with Maritime Big Data: A Bootstrap Approach

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2020-11-01 View4

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