Digital Library

1. 1. A Study on Time-Series Prediction of Restoring Arm (GZ) and Risk Assessment Using Multi-DOF Ship Motion Data
   Hyungtak Ju, Kyoungwon Park, Juhyoung Sung, Kiwon Kwon, Byoungchul Song, Taeho Im, Vol. 26, No. 5, pp. 65-74, Oct. 2025
   10.7472/jksii.2025.26.5.65
   Keywords: Ship Stability, Ship Safety, Time-Series Forecasting, Transformer-based Models
2. 2. Performance Analysis and Improvement of AI model for Radar Signal Modulation Type Classification based on Data Preprocessing
   Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Vol. 26, No. 4, pp. 31-39, Aug. 2025
   10.7472/jksii.2025.26.4.31
   Keywords: Artificial intelligence, CNN, Data Preprocessing, modulation type classification, Radar signal, STFT, WVD
3. 3. A Study on an IMS-Based Intelligent Detection System for Concealed Drugs and Explosives in Port Containers
   Dong-Hyun Kim, Sungyoon Cho, Kiwon Kwon, Vol. 26, No. 1, pp. 45-53, Feb. 2025
   10.7472/jksii.2025.26.1.45
   Keywords: ion mobility spectrometry, Container, Dangerous cargo, Drug, Bomb, Cyclone Sampler, Device intelligent detection
4. 4. Multi-Variate Tabular Data Processing and Visualization Scheme for Machine Learning based Analysis: A Case Study using Titanic Dataset
   Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Byoungchul Song, Vol. 25, No. 4, pp. 121-130, Aug. 2024
   10.7472/jksii.2024.25.4.121
   Keywords: data processing, Data visualization, Kaggle, Machine Learning, statistical analysis, Tabular data, Titanic dataset
5. 5. Design of a Recommendation System for Improving Deep Neural Network Performance
   Juhyoung Sung, Kiwon Kwon, Byoungchul Song, Vol. 25, No. 1, pp. 49-56, Feb. 2024
   10.7472/jksii.2024.25.1.49
   Keywords: Collaborative Filtering, deep neural network, matrix factorization, Recommendation System, Singular Value Decomposition
6. 6. Concept and Development Direction of Digital Aquaculture considering the Improvement of Aquaculturists’ Acceptability
   Sang Jung Ahn, Chang-Mo Ma, Se Han Kim, Deuk-Young Jeong, Sungyoon Cho, Kiwon Kwon, Vol. 24, No. 4, pp. 93-105, Aug. 2023
   10.7472/jksii.2023.24.4.93
   Keywords: Smart aquaculture, digital aquaculture, aquaculture production management, aaquaculture equipment
7. 7. TGC-based Fish Growth Estimation Model using Gaussian Process Regression Approach
   Juhyoung Sung, Sungyoon Cho, Da-Eun Jung, Jongwon Kim, Jeonghwan Park, Kiwon Kwon, Young Myoung Ko, Vol. 24, No. 1, pp. 61-69, Feb. 2023
   10.7472/jksii.2023.24.1.61
   Keywords: Gaussian process, thermal growth coefficient, growth prediction model, growth data, Water Temperature
8. 8. Adaptive Window-based Detection of Narcotics and Explosives using IMS Signals in Cargo Containers
   Heesong Ju, Donghyun Kim, Sungyoon Cho, Kyungwon Park, Yangsub Kim, Wongi Jeon, Kiwon Kwon, Vol. 23, No. 3, pp. 57-65, Jun. 2022
   10.7472/jksii.2022.23.3.57
   Keywords: narcotics and explosives, ion mobility spectrometry, cargo container, adaptive window, Detection Technique