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71. 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
72. 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
73. 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
74. 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
75. 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
76. KISTI-ML Platform: A Community-based Rapid AI Model Development Tool for Scientific Data

Jeongcheol Lee, Sunil Ahn, Vol. 20, No. 6, pp. 73-84, Dec. 2019
10.7472/jksii.2019.20.6.73
Keywords: Machine Learning, Big data, MLaaS, Platform, Scientific Data
77. A layered-wise data augmenting algorithm for small sampling data

Hee-chan Cho, Jong-sub Moon, Vol. 20, No. 6, pp. 65-72, Dec. 2019
10.7472/jksii.2019.20.6.65
Keywords: Deep Learning, data augmentation, Eigen decomposition
78. CNN-based Shadow Detection Method using Height map in 3D Virtual City Model

Hee Jin Yoon, Ju Wan Kim, In Sung Jang, Byung-Dai Lee, Nam-Gi Kim, Vol. 20, No. 6, pp. 55-63, Dec. 2019
10.7472/jksii.2019.20.6.55
Keywords: shadow detection, deep-learning
79. GAN-based shadow removal using context information

Hee-jin Yoon, Kang-jik Kim, Jun-chul Chun, Vol. 20, No. 6, pp. 29-36, Dec. 2019
10.7472/jksii.2019.20.6.29
Keywords: Shadow removal, Generative Adversarial Network, deep-learning
80. A Study on Model for Drivable Area Segmentation based on Deep Learning

Hyo-jin Jeon, Soo-sun Cho, Vol. 20, No. 5, pp. 105-111, Oct. 2019
10.7472/jksii.2019.20.5.105
Keywords: Drivable area segmentation, segmentation, Deep Learning, DeepLab V3+, Mask R-CNN, BDD Dataset

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