:: Journal of the Korean Society of Marine Environment and safety ::

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Motion Response Estimation of Fishing Boats Using Deep Neural Networks

TaeWon Park, Dong-Woo Park, JangHoon Seo

Journal of the Korean Society of Marine Environment and safety :: Vol.29 No.7 pp.958-963

DOI:https://doi.org/10.7837/kosomes.2023.29.7.958
Open abstract
Study on the Performance Improvement of Marine Engine Generator Exciter Control using Neural Network Controller

HeeMoon Kim, JongSu Kim, SeongWan Kim, HyeonMin Jeon

Journal of the Korean Society of Marine Environment and safety :: Vol.29 No.6 pp.659-665

DOI:https://doi.org/10.7837/kosomes.2023.29.6.659
Open abstract
Study on the Selection of Optimal Operation Position Using AI Techniques

Dong-Woo Park

Journal of the Korean Society of Marine Environment and safety :: Vol.29 No.6 pp.681-687

DOI:https://doi.org/10.7837/kosomes.2023.29.6.681
Open abstract
Development of Mass Proliferation Control Algorithm of Phytoplankton Using Artificial Neural Network

Seonghwa Park, Jonggu Kim, Minsun Kwon

Journal of the Korean Society of Marine Environment and safety :: Vol.29 No.5 pp.435-444

DOI:https://doi.org/10.7837/kosomes.2023.29.5.435
Open abstract
Study on the Prediction of Motion Response of Fishing Vessels using Recurrent Neural Networks

Janghoon Seo, Dong-Woo Park, Dong Nam

Journal of the Korean Society of Marine Environment and safety :: Vol.29 No.5 pp.505-511

DOI:https://doi.org/10.7837/kosomes.2023.29.5.505
Open abstract
Prediction of Resistance Performance for Low-Speed Full Ship using Deep Neural Network

TaeWon Park, JangHoon Seo, Dong-Woo Park

Journal of the Korean Society of Marine Environment and safety :: Vol.28 No.7 pp.1274-1280

DOI:https://doi.org/10.7837/kosomes.2022.28.7.1274
Open abstract
Analysis and Prediction Methods of Marine Accident Patterns related to Vessel Traffic using Long Short-Term Memory Networks

Da-Un Jang, Joo-Sung Kim

Journal of the Korean Society of Marine Environment and safety :: Vol.28 No.5 pp.780-790

DOI:https://doi.org/10.7837/kosomes.2022.28.5.780
Open abstract
Tidal Level Prediction of Busan Port using Long Short-Term Memory

Hae Lim Kim, Yong-Ho Jeon, Jae-Hyung Park, Han-sam Yoon

Journal of the Korean Society of Marine Environment and safety :: Vol.28 No.4 pp.469-476

DOI:https://doi.org/10.7837/kosomes.2022.28.4.469
Open abstract
Peak Impact Force of Ship Bridge Collision Based on Neural Network Model

Jian Wang, Jackyou Noh

Journal of the Korean Society of Marine Environment and safety :: Vol.28 No.1 pp.175-183

DOI:https://doi.org/10.7837/kosomes.2022.28.1.175
Open abstract
Diagnosis of Valve Internal Leakage for Ship Piping System using Acoustic Emission Signal-based Machine Learning Approach

Jung-Hyung Lee

Journal of the Korean Society of Marine Environment and safety :: Vol.28 No.1 pp.184-192

DOI:https://doi.org/10.7837/kosomes.2022.28.1.184
Open abstract
Active Front End Rectifier Control of DC Distribution System Using Neural Network

Seongwan Kim, Hyeonmin Jeon, Jongsu Kim

Journal of the Korean Society of Marine Environment and safety :: Vol.27 No.7 pp.1124-1128

DOI:https://doi.org/10.7837/kosomes.2021.27.7.1124
Open abstract
Machine Classification in Ship Engine Rooms Using Transfer Learning

Kyung-Min Park

Journal of the Korean Society of Marine Environment and safety :: Vol.27 No.2 pp.363-368

DOI:https://doi.org/10.7837/kosomes.2021.27.2.363
Open abstract
Surrogate Models and Genetic Algorithm Application to Approximate Optimization of Discrete Design for A60 Class Deck Penetration Piece

Woo Chang Park, Chang Yong Song

Journal of the Korean Society of Marine Environment and safety :: Vol.27 No.2 pp.377-386

DOI:https://doi.org/10.7837/kosomes.2021.27.2.377
Open abstract
Development of Ship Valuation Model by Neural Network

Donggyun Kim, Jung-Suk Choi

Journal of the Korean Society of Marine Environment and safety :: Vol.27 No.1 pp.13-21

DOI:https://doi.org/10.7837/kosomes.2021.27.1.013
Open abstract
A Study on Fire Detection in Ship Engine Rooms Using Convolutional Neural Network

Kyung-Min Park, Cherl-O Bae

Journal of the Korean Society of Marine Environment and safety :: Vol.25 No.4 pp.476-481

DOI:https://doi.org/10.7837/kosomes.2019.25.4.476
Open abstract
A Prediction of Marine Traffic Volume using Artificial Neural Network and Time Series Analysis

Sang-Lok Yoo, Jong-Su Kim, Jung-Sik Jeong, Jae-Yong Jeong

Journal of the Korean Society of Marine Environment and safety :: Vol.20 No.1 pp.33-41

DOI:https://doi.org/10.7837/kosomes.2014.20.1.033
Open abstract