Digital Library

1. 71. Trends Analysis on Research Articles of the Sharing Economy through a Meta Study Based on Big Data Analytics
   Ki-youn Kim, Vol. 21, No. 4, pp. 97-107, Aug. 2020
   10.7472/jksii.2020.21.4.97
   Keywords: Share economy, Meta study, Data visualization, Text Mining, Big data analytics, Network analysis, research trend
2. 72. Design and Implementation of Smart City Data Marketplace based on oneM2M Standard IoT Platform
   SeungMyeong Jeong, Seong-yun Kim, In-Song Lee, Vol. 20, No. 6, pp. 157-166, Dec. 2019
   10.7472/jksii.2019.20.6.157
   Keywords: oneM2M, IoT, Smart City, Data Marketplace, access control
3. 73. 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
4. 74. 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
5. 75. A research on the emotion classification and precision improvement of EEG(Electroencephalogram) data using machine learning algorithm
   Hyunju Lee, Dongil Shin, Dongkyoo Shin, Vol. 20, No. 5, pp. 27-36, Oct. 2019
   10.7472/jksii.2019.20.5.27
   Keywords: DEAP dataset, ICA, Arousal-Valence plane, Random Forest, Attribute Selected Classifier
6. 76. 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
7. 77. 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
8. 78. 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
9. 79. 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
10. 80. 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