JICS

1. 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

2. 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

3. 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

4. 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

5. 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

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