Scholarworks@UNIST

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

Conference Paper Issue Date2021-06-03 View5

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

Conference Paper Issue Date2023-09-06 View5

Congestion propagation modeling with Graph Neural Network (GNN)

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

Conference Paper Issue Date2020-11-13 View5

Domain Knowledge-Informed Functional Outlier Detection for Line Quality Control Systems

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

Conference Paper Issue Date2023-05-21 View7

Domain Knowledge-Informed Functional Outlier Detection for Line Quality Control Systems

Mun, Jonghwan , Yoon, Kwonin , Kim, Gyeongjun , Yoo, Jitae , Kim, Heesun , Ryu, Nayi , Kim, Sungil

Conference Paper Issue Date2022-06-03 View7

Early Damage Detection in Refrigerator Compressors Using Unlabled Sensor Data

Koo, B , Cho, H , Kim, Y , Lee, H , Hong, S , Mun, J , Kim, Sungil

Conference Paper Issue Date2023-11-03 View12

Early Detection Vessel Delays using Combined Historical and Real-time Information

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

Conference Paper Issue Date2017-10-24 View17

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

Conference Paper Issue Date2024-02-20 View14

Enhancing Human Activity Recognition with Comparative Data Fusion and Learning Strategies

Conference Paper Issue Date2024-05-21 View17

Exploiting logistics anomaly detection using maritime big data

Conference Paper Issue Date2019-05-21 View6

Exploiting Logistics Anomaly Detection using Maritime Big Data

오용경 , 김성일

Conference Paper Issue Date2019-11-08 View5

Flow-based neural differential equations for time series analysis

Conference Paper Issue Date2023-06-20 View5

Flow-based neural differential equations for time series analysis

Conference Paper Issue Date2023-06-01 View2

Heterogeneous model fusion for enhanced sensor-based human activity recognition

Conference Paper Issue Date2023-06-18 View7

Heterogeneous model fusion for enhanced sensor-based human activity recognition

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

Conference Paper Issue Date2023-06-01 View6

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

Conference Paper Issue Date2024-05-19 View14

Irregularly sampled time series classification using neural stochastic differential equation

Conference Paper Issue Date2024-02-26 View20

Irregularly sampled time series classification using neural stochastic differential equation

Conference Paper Issue Date2022-11-18 View6

Irregularly sampled time series classification using neural stochastic differential equation

Conference Paper Issue Date2022-11-04 View6

Irregularly sampled time series classification using neural stochastic differential equation

Conference Paper Issue Date2023-05-21 View6

Conference Paper Issue Date2022-11-16 View7

Lifelog data fusion approach for emotion recognition

Conference Paper Issue Date2022-12-22 View8

Logistics anomaly detection with maritime big data: a bootstrap approach

Conference Paper Issue Date2021-05-25 View5

Logistics Anomaly Detection with Maritime Big Data: A Bootstrap Approach

Conference Paper Issue Date2020-11-01 View7

Maximum Feasibility Estimation

Conference Paper Issue Date2020-11-07 View4

Maximum Feasibility Estimation

Conference Paper Issue Date2019-10-21 View7

Multi-channel Convolution Neural Network for Gas Mixture Classification

Optimal and personalized dose determination for patients with thyroid hormone disorders using deep learning-based survival analysis

Conference Paper Issue Date2021-05-25 View7

Multivariate time series classification using multi channel CNN classifier

Oh YongKyung , Kim, Sungil

Conference Paper Issue Date2022-06-02 View7

Kam, Seungsu , Cho, Jaehun , Shin, Kyubo , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2023-11-03 View11

Optimal and Personalized Dose Determination for Patients with Thyroid Hormone Disorders Using Deep Learning-Based Survival Analysis

Kam, Seungsu , Cho, Jaehun , Shin, Kyubo , Kim, Sungil

Conference Paper Issue Date2024-05-21 View11

Optimization of carbon dioxide-assisted nanoparticle deposition process with uncertain design space File

Casciato, Michael J. , Kim, Sungil , Lu, J.C. , Hessa, DW , Grover, Martha A.

Conference Paper Issue Date2012-07-15 View6

Ordinal-imbalanced data classification by singular value decomposing truncation

Lee, Juhui , Kim, Sungil

Conference Paper Issue Date2019-05-21 View4

Ordinal-imbalanced data classification through data reduction by singular value decomposing truncation

Lee, Juhui , Kim, Sungil

Conference Paper Issue Date2019-05 View26

Ordinal-imbalanced Data Classification through Noise Reduction by Singular Value Decomposing Truncation

이주희 , 김성일

Conference Paper Issue Date2019-04-11 View22

Personalized Initial Dosage Recommender System for Hyperthyroidism Patients Using Deep Survival Analysis

Cho, Jaehun , Kam, Seungsu , Shin, Kyubo , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2024-05-03 View10

Real-Time Detection of Changing-State Active Galactic Nuclei using a Deep Learning Approach

Kam, Seungsu , Yoo, Jitae , Shin, Minsu , Kim, Sungil

Conference Paper Issue Date2023-06-01 View8

Real-Time Risk Assessment of Thyroid Function Abnormality using Irregularly-Sampled Heart Rate Records

Oh, YongKyung , Koh, Giheon , Shin, Kyubo , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2022-11-18 View7

Real-Time Risk Assessment of Thyroid Function Abnormality using Irregularly-Sampled Heart Rate Records

Oh, YongKyung , Koh, Giheon , Shin, Kyubo , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2023-05-21 View11

Revealing Household Characteristics using Connected Home Products

Conference Paper Issue Date2019-06-28 View10

Risk Assessment of Abnormal Vessel Behaviours from AIS data using Elastic Depths

Kwonin Yoon , Kim, Sungil

Conference Paper Issue Date2022-06-03 View2

Sensor drift compensation for gas mixture classification in batch experiments

Oh, YongKyung , Lee, Juhui , Kim, Sungil

Conference Paper Issue Date2022-05-22 View2

Sensor drift compensation for mixed gas classification under batch experiments

Oh, YongKyung , Lee, Juhui , Kim, Sungil

Conference Paper Issue Date2021-06-04 View6

Sensor Drift Compensation For Mixed Gas Classification Under Batch Experiments

Sparse Multi-Channel Convolutional Neural Network for Multivariate Time Series Classification

Conference Paper Issue Date2020-11-10 View4

Simulation-based Anomaly Detection in Nuclear Reactors

Oh, YongKyung , Kim, Hanjoo , Lee, Deokjung , Kim, Sungil

Conference Paper Issue Date2020-11-13 View5

Oh, YongKyung , Kim, Heeyoung , Kim, Sungil

Conference Paper Issue Date2023-05-22 View7

Spatio-temporal Graph Neural Network Approach for Real-time Traffic Incident Detection

Kwak, JiIn , Kim, Sungil

Conference Paper Issue Date2023-06-02 View9

Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data

TAED-Net: Near Ophthalmologist-Level Thyroid Associated Eye Symptom Detection on Frontal Eye Photographs with Deep Learning

Conference Paper Issue Date2024-05-07 View17

Koh, Giheon , Kwak, Ji-In , Oh, YongKyung , Shin, Kyubo , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2022-06-03 View9

TAOD-Net: Near-Ophthalmologist Level Active Thyroid-Associated Orbitopathy Detection on Frontal Eye Photographs with Deep Learning

Oh, YongKyung , Koh, Giheon , Kwak, JiIn , Shin, Kyobo , Kim, Gi-Soo , Lee, Min Joung , Choung, Hokyung , Kim, Namju , Moon, Jae Hoon , Kim, Sungil

Conference Paper Issue Date2023-05-22 View9

Time delay estimation of traffic congestion based on statistical causality

Oh, YongKyung , Kwak, Ji-In , Kim, Sungil

Conference Paper Issue Date2022-10-21 View8

Time delay estimation of traffic congestion based on statistical causality

Unifying Neural Controlled Differential Equations and Neural Flow for Irregular Time Series Classification

Conference Paper Issue Date2022-06-04 View7

Transfer-Learning based approach for mixture gas classification

Oh, YongKyung , Kim, Namu , Kim, Sungil

Conference Paper Issue Date2020-11-13 View7