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1. PredFeed Net: GRU-based feed ration prediction model for automation of feed rationing

Kyu-jeong Sim, Su-rak Son, Yi-na Jeong, Vol. 25, No. 2, pp. 49-55, Apr. 2024
10.7472/jksii.2024.25.2.49
Keywords: Gated Recurrent Unit, PredFeed Net, Fish Farm
2. Enhancing Autonomous Vehicle RADAR Performance Prediction Model Using Stacking Ensemble

Si-yeon Jang, Hye-lim Choi, Yun-ju Oh, Vol. 25, No. 2, pp. 21-28, Apr. 2024
10.7472/jksii.2024.25.2.21
Keywords: Automonous driving, Performance prediction, Radar, Stacking Ensemble
3. A Foundational Study on Developing a Structural Model for AI-based Sentencing Prediciton Based on Violent Crime Judgment

Woongil Park, Eunbi Cho, Jeong-Hyeon, Chang Joo-chang Kim, Vol. 25, No. 1, pp. 91-98, Feb. 2024
10.7472/jksii.2024.25.1.91
Keywords: Sentencing, Predict sentencing, Judgment, Judgment structure, AI
4. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content

Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023
10.7472/jksii.2023.24.6.49
Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model
5. Demand Forecasting Model for Bike Relocation of Sharing Stations

Yoosin Kim, Vol. 24, No. 5, pp. 107-120, Oct. 2023
10.7472/jksii.2023.24.5.107
Keywords: Bike Sharing, relocation, demand forecasting, Machine Learning
6. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation

Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Vol. 24, No. 2, pp. 67-74, Apr. 2023
10.7472/jksii.2023.24.2.67
Keywords: Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence
7. Machine Learning-based hydrogen charging station energy demand prediction model

MinWoo Hwang, Yerim Ha, Sanguk Park, Vol. 24, No. 2, pp. 47-56, Apr. 2023
10.7472/jksii.2023.24.2.47
Keywords: Smart hydrogen energy, carbon neutrality, energy demand forecasting, Machine Learning, hydrogen charging station
8. 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
9. The Case Study for Childcare Service Demand Forecasting Using Bigdata Reference Analysis Model

Chung-Sik Yun, Seung Ryul Jeong, Vol. 23, No. 6, pp. 87-96, Dec. 2022
10.7472/jksii.2022.23.6.87
Keywords: BigData, Reference Analysis Model, Effectiveness
10. An Accurate Cryptocurrency Price Forecasting using Reverse Walk-Forward Validation

Hyun Ahn, Baekcheol Jang, Vol. 23, No. 4, pp. 45-55, Aug. 2022
10.7472/jksii.2022.23.4.45
Keywords: Cryptocurrency, Price Prediction, Machine Learning

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