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81. An Evaluative Analysis of ‘U-KNOU Campus’ System and its Mobile Platform

Jinah Seol, Vol. 20, No. 5, pp. 79-86, Oct. 2019
10.7472/jksii.2019.20.5.79
Keywords: Mobile Learning, KNOU, FRAME Model, U-KNOU Campus
82. The prediction of appearance of jellyfish through Deep Neural Network

CHEOLHUN HWANG, Myung-Mook Han, Vol. 20, No. 5, pp. 1-8, Oct. 2019
10.7472/jksii.2019.20.5.1
Keywords: deep neural network, Bootstrapping, Data Expansion, Transfer Learning, Random Forest, Sequence Forward Selection
83. Pedestrian Classification using CNN's Deep Features and Transfer Learning

Soyoung Chung, Min Gyo Chung, Vol. 20, No. 4, pp. 91-102, Aug. 2019
10.7472/jksii.2019.20.4.91
Keywords: Pedestrian Classification, Transfer Learning, Deep Features, CNN, INRIA Person Data Set
84. Development of Journal Recommendation Method Considering Importance of Decision Factors Based on Researchers' Paper Publication History

Yeonbin Son, Tai-Woo Chang, Yerim Choi, Vol. 20, No. 4, pp. 73-79, Aug. 2019
10.7472/jksii.2019.20.4.73
Keywords: journal recommendation, importance by decision factors, paper publication history, Machine Learning, Data Analysis
85. A Study on the Pipe Position Estimation in GPR Images Using Deep Learning Based Convolutional Neural Network

Jihun Chae, Hyoung-yong Ko, Byoung-gil Lee, Namgi Kim, Vol. 20, No. 4, pp. 39-46, Aug. 2019
10.7472/jksii.2019.20.4.39
Keywords: sink holes, pipe, GPR, Image recognition, underground detection, CNN, deep-learning
86. Variable Selection of Feature Pattern using SVM-based Criterion with Q-Learning in Reinforcement Learning

Chayoung Kim, Vol. 20, No. 4, pp. 21-27, Aug. 2019
10.7472/jksii.2019.20.4.21
Keywords: Support-Vector Machine, RNA sequencing Big-Data, Support Vector Machine-Recursive Feature Elimination, Q-learning, Reinforcement Learning
87. Semantic Indoor Image Segmentation using Spatial Class Simplification

Jung-hwan Kim, Hyung-il Choi, Vol. 20, No. 3, pp. 33-41, Jun. 2019
10.7472/jksii.2019.20.3.33
Keywords: Semantic image segmentation, Indoor space structure, Machine Learning
88. Development of Supervised Machine Learning based Catalog Entry Classification and Recommendation System

Hyung-Woo Lee, Vol. 20, No. 1, pp. 57-65, Feb. 2019
10.7472/jksii.2019.20.1.57
Keywords: Catalog Entry Auto-Recommendation, Online B2B Shopping Mall, Supervised Machine Learning, Morphological Analysis, Naive Bayes Classification Algorithm.
89. Handwritten One-time Password Authentication SystemBased On Deep Learning

Zhun Li, HyeYoung Lee, Youngjun Lee, Sooji Yoon, Byeongil Bae, Ho-Jin Choi, Vol. 20, No. 1, pp. 25-37, Feb. 2019
10.7472/jksii.2019.20.1.25
Keywords: Deep Learning, Handwriting Recognition, Writer Verification, Authentication System, One-time password, FIDO
90. Sketch-based 3D object retrieval using Wasserstein Center Loss

Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 6, pp. 91-99, Dec. 2018
10.7472/jksii.2018.19.6.91
Keywords: Convolutional Neural Network, Image retrieval, Deep Learning, Sketch-based 3D object retrieval

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