Digital Library

1. 101. A Study on the Feature of Using Media for Education through Longitudinal Data Analysis
   Gyun Heo, Vol. 21, No. 4, pp. 77-85, Aug. 2020
   10.7472/jksii.2020.21.4.77
   Keywords: longitudinal data analysis, usage of educational media, use for learning, use for information, use for game
2. 102. Intelligent Railway Detection Algorithm Fusing Image Processing and Deep Learning for the Prevent of Unusual Events
   Ju-ho Jung, Da-hyeon Kim, Chul-su Kim, Ryum-duck Oh, Jun-ho Ahn, Vol. 21, No. 4, pp. 109-116, Aug. 2020
   10.7472/jksii.2020.21.4.109
   Keywords: Rapid-transit railway, Railway, Deep Learning, Fusion
3. 103. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System
   Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
   10.7472/jksii.2020.21.4.117
   Keywords: Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling
4. 104. LSTM-based Business Process Remaining Time Prediction Model Featured in Activity-centric Normalization Techniques
   Seong-Hun Ham, Hyun Ahn, Kwanghoon Pio Kim, Vol. 21, No. 3, pp. 83-92, Jun. 2020
   10.7472/jksii.2020.21.3.83
   Keywords: predictive process monitoring, remaining time prediction, LSTM model, Deep Learning, Process Mining
5. 105. Deep Learning-based Abnormal Behavior Detection System for Dementia Patients
   Kookjin Kim, Seungjin Lee, Sungjoong Kim, Jaegeun Kim, Dongil Shin, Dong-kyoo shin, Vol. 21, No. 3, pp. 133-144, Jun. 2020
   10.7472/jksii.2020.21.3.133
   Keywords: Abnomaly detection, deep-learning, Autoencoder, Long Short-Term Memory models
6. 106. Real-time Human Pose Estimation using RGB-D images and Deep Learning
   Beanbonyka Rim, Nak-Jun Sung, Jun Ma, Yoo-Joo Choi, Min Hong, Vol. 21, No. 3, pp. 113-121, Jun. 2020
   10.7472/jksii.2020.21.3.113
   Keywords: Human Pose Estimation, human skeleton tracking, Keypoint Localization, Deep Learning
7. 107. A study on evaluation method of NIDS datasets in closed military network
   Yong-bin Park, Sung-uk Shin, In-sup Lee, Vol. 21, No. 2, pp. 121-130, Apr. 2020
   10.7472/jksii.2020.21.2.121
   Keywords: dataset, Network intrusion detection system, Data evaluation, Machine Learning
8. 108. A Sketch-based 3D Object Retrieval Approach for Augmented Reality Models Using Deep Learning
   Myunggeun Ji, Junchul Chun, Vol. 21, No. 1, pp. 33-43, Feb. 2020
   10.7472/jksii.2020.21.1.33
   Keywords: Convolutional Neural Network, object retrieval, Deep Learning, Sketch-based 3D object retrieval, Augmented Reality
9. 109. A Research in Applying Big Data and Artificial Intelligence on Defense Metadata using Multi Repository Meta-Data Management (MRMM)
   Philip Wootaek Shin, Jinhee Lee, Jeongwoo Kim, Dongsun Shin, Youngsang Lee, Seung Ho Hwang, Vol. 21, No. 1, pp. 169-178, Feb. 2020
   10.7472/jksii.2020.21.1.169
   Keywords: National Defense, Metadata, Natural Language Processing, Standardized Dictionary, Metadata Management, Big data, Artificial intelligence, Machine Learning
10. 110. A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff
    Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, Jong-kwan Lee, Vol. 21, No. 1, pp. 237-246, Feb. 2020
    10.7472/jksii.2020.21.1.237
    Keywords: Command&Control, decision-making, Artificial Intelligence System, C4I, Machine Learning & Training