Digital Library

1. 71. 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. 72. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data
   Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024
   10.7472/jksii.2024.25.2.57
   Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing
3. 73. Damage Detection and Damage Quantification of Temporary works Equipment based on Explainable Artificial Intelligence (XAI)
   Cheolhee Lee, Taehoe Koo, Namwook Park, Nakhoon Lim, Vol. 25, No. 2, pp. 11-19, Apr. 2024
   10.7472/jksii.2024.25.2.11
   Keywords: Temporary workequipment, explainable artificial intelligence (XAI), image processing technology, Labeling Data
4. 74. A Study on Automatic Discovery and Summarization Method of Battlefield Situation Related Documents using Natural Language Processing and Collaborative Filtering
   Kunyoung Kim, Jeongbin Lee, Mye Sohn, Vol. 24, No. 6, pp. 127-135, Dec. 2023
   10.7472/jksii.2023.24.6.127
   Keywords: Battlefield situation awareness, Decision Making, Natural Language Processing, Language Model, Collaborative Filtering, named entity recognition
5. 75. Control-Path Driven Process-Group Discovery Framework and its Experimental Validation for Process Mining and Reengineering
   Thanh Hai Nguyen, Kwanghoon Pio Kim, Vol. 24, No. 5, pp. 51-66, Oct. 2023
   10.7472/jksii.2023.24.5.51
   Keywords: Business Process Models, information control nets, Distributed Process Management Systems, Process Intelligence, Process Control-Path Knowledge Discovery, Process Mining, Process Reengineering
6. 76. MCycleGAN: CycleGAN-based deep learning model for child speech extraction from noisy speech
   Su-rak Son, Kyu-jeong Sim, Yi-na Jeong, Vol. 24, No. 3, pp. 1-8, Jun. 2023
   10.7472/jksii.2023.24.3.1
   Keywords: cycleGAN, multiple Cycle, Baby condition analysis, noise processing, spectrogram
7. 77. 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. 78. A Study on Methods for Accelerating Sea Object Detection in Smart Aids to Navigation System
   Ho-Seok Jeon, Hyun-hak Song, Ki-Won Kwon, Young-Jin Kim, Tae-Ho Im, Vol. 23, No. 5, pp. 47-58, Oct. 2022
   10.7472/jksii.2022.23.5.47
   Keywords: Maritime Object detection, motion detection, image processing, Aids to Navigation, Protection of Safety Accidents
9. 79. A Study on Medical Information Platform Based on Big Data Processing and Edge Computing for Supporting Automatic Authentication in Emergency Situations
   Gyu-Sung Ham, Mingoo Kang, Su-Chong Joo, Vol. 23, No. 3, pp. 87-95, Jun. 2022
   10.7472/jksii.2022.23.3.87
   Keywords: Medical Information Platform, Automatic Authentication, Emergency Situations, Edge Computing, Big data processing, Medical Big data
10. 80. Opera Clustering: K-means on librettos datasets
    Harim Jeong, Joo Hun Yoo, Vol. 23, No. 2, pp. 45-52, Apr. 2022
    10.7472/jksii.2022.23.2.45
    Keywords: Music Analysis, music information retrieval, Natural Language Processing, Embedding, Classification, K-Means Clustering