26 journal articles저널 논문 26편

Publications논문

The full list is on전체 목록은 Google Scholar ↗.에서 확인하세요. ★ marks featured work.★는 대표 논문입니다.

2026
Explainable AI-based Root-Cause Diagnosis of Maritime Engine Anomalies with External Factors
M. Park, H. Kim, S. Lee, J. Lee
Computers & Industrial Engineering
2025
Cooperative Neural Networks for Inverse Design: Integrating Denoising Autoencoder and Surrogate Model for Partial Design Variable Imputation
A. Nugraha, H. Kwon, G. Park, J. Lee
Engineering Applications of Artificial Intelligence, 162, 112453
XAI-Driven Contamination for Self-Supervised Denoising with Pixel-Level Anomaly Detection in Seismic Data
G. Antariksa, A. Koeshidayatullah, S. Das, J. Lee
Journal of Applied Geophysics, 238, 105723
WSim4ABM: Agent-based Modelling Simulation Web service with Message-Broker middleware and Annotation processing library
D. Yeshitla, M. Kim, Y. Kim, J. Lee
SoftwareX, 30, 102173
Predictive analysis of fuel oil consumption in vessels: interpretable modelling with emphasis on load conditions
M. P. Handayani, D. Kim, S. Lee, J. Lee
Maritime Policy & Management
2024
A Data-Driven Approach to Analyzing Fuel-Switching Behavior and Predictive Modeling of LNG and LSFO Consumption in Dual-Fuel Vessels
H. Kim, S. Lee, J. Lee, D. Kim
Journal of Marine Science and Engineering, 12(12), 2235
An Aspect-Based Review Analysis Using ChatGPT for the Exploration of Hotel Service Failures
N. Jeong, J. Lee
Sustainability, 16(4), 1640
2023
Navigating Energy Efficiency: A Multifaceted Interpretability of Fuel Oil Consumption Prediction in Cargo Container Vessel
M. P. Handayani, H. Kim, S. Lee, J. Lee
Journal of Marine Science and Engineering, 11(11), 2165
Feature Attribution Analysis to Quantify the Impact of Oceanographic and Maneuverability Factors on Vessel Shaft Power Using Explainable Tree-Based Model
D. Kim, M. P. Handayani, S. Lee, J. Lee
Sensors, 23(3), 1072
Deep sequence model-based approach to well log data imputation and petrophysical analysis: West Natuna Basin, Indonesia
G. Antariksa, R. Muammar, A. Nugraha, J. Lee
Journal of Applied Geophysics, 218, 105213
FCP2Vec: Deep Learning-Based Approach to Software Change Prediction by Learning Co-Changing Patterns from Changelogs
H. A. Ahmed, J. Lee
Applied Sciences, 13(11), 6453
Increased risk of cardiovascular disease associated with diabetes among adult cancer survivors: a population-based matched cohort study
S. Oh, J. Lee, Y. S. Hong, K. Kim
European Journal of Preventive Cardiology, 30(8), 670-679
2021
Explainable Anomaly Detection Framework for Maritime Main Engine Sensor Data
D. Kim, G. Antariksa, M. P. Handayani, S. Lee, J. Lee
Sensors, 21(5)
Performance evaluation of machine learning-based classification with rock-physics analysis of geological lithofacies in Tarakan Basin, Indonesia
G. Antariksa, R. Muammar, J. Lee
Journal of Petroleum Science and Engineering, 208, 109250
FE2VEC: Prediction of Software Change Propagation using a Deep Learning Model
A. H. Abdurhman, J. Lee
ICIC Express Letters, 15(5)
2020
An Ensemble-Based Approach to Anomaly Detection in Marine Engine Sensor Streams for Efficient Condition Monitoring and Analysis
D. Kim, S. Lee, J. Lee
Sensors
Data-Driven Prediction of Vessel Propulsion Power Using Support Vector Regression with Onboard Measurement and Ocean Data
D. Kim, S. Lee, J. Lee
Sensors, 20
Product Interface Design for Complexity Management in Assembly Systems
K. Oh, H. W. Kim, D. Kim, J. Lee, J. Lee, Y. S. Hong
IEEE Access, 8
2019
Product-Service System Business Modelling Methodology Using Morphological Analysis
M. K. Kwon, Y. S. Hong, J. Lee
Sustainability, 11(5)
2018
Data-driven prediction of change propagation using Dependency Network
J. Lee, Y. S. Hong
Engineering Applications of Artificial Intelligence
Improving Flight Search Engine by Learning Consumer Preference Function from Choice Data
J. Lee, Y. S. Hong
ICIC Express Letters, 12(10)
2017
Bayesian network approach to change propagation analysis
J. Lee, Y. S. Hong
Research in Engineering Design, 28(4)
2016
Fast Outlier Detection using a Grid-based Algorithm
J. Lee, N. W. Cho
PLOS ONE, 11
Extraction and visualization of industrial service portfolios by text mining of 10-K annual reports
J. Lee, Y. S. Hong
Flexible Services and Manufacturing Journal, 28(4)
2015
Design Freeze Sequencing using Bayesian Network Framework
J. Lee, Y. S. Hong
Industrial Management & Data Systems, 115(7)
2014
Business Model Mining: Analyzing a Firm's Business Model with Text Mining of Annual Report
J. Lee, Y. S. Hong
Industrial Engineering and Management Systems, 13(4)