Digital Library

1. 81. 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
2. 82. 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
3. 83. 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
4. 84. 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
5. 85. 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
6. 86. 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
7. 87. 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
8. 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.
9. 89. Deep Neural Network-Based Critical Packet Inspection for Improving Traffic Steering in Software-Defined IoT
   Prohim Tam, Sa Math, Seokhoon Kim, Vol. 22, No. 6, pp. 1-8, Dec. 2021
   10.7472/jksii.2021.22.6.1
   Keywords: Deep Learning, Deep Packet Inspection, Network Functions Virtualization, Software-Defined Networking, Traffic Steering
10. 90. Multi-source information integration framework using self-supervised learning-based language model
    Hanmin Kim, Jeongbin Lee, Gyudong Park, Mye Sohn, Vol. 22, No. 6, pp. 141-150, Dec. 2021
    10.7472/jksii.2021.22.6.141
    Keywords: Self-Supervised Learning, Language Model, similar relationship between sentences, Multi-source information integration