Digital Library

1. 71. Deep Learning-Based User Emergency Event Detection Algorithms Fusing Vision, Audio, Activity and Dust Sensors
   Ju-ho Jung, Do-hyun Lee, Seong-su Kim, Jun-ho Ahn, Vol. 21, No. 5, pp. 109-118, Oct. 2020
   10.7472/jksii.2020.21.5.109
   Keywords: vision, Audio, Activity, Dust, Sensors, Deep Learning, abnormal event, patterns
2. 72. A Feature-Based Malicious Executable Detection Approach Using Transfer Learning
   Yue Zhang, Hyun-HoYang, Ning Gao, Vol. 21, No. 5, pp. 57-65, Oct. 2020
   10.7472/jksii.2020.21.5.57
   Keywords: Malicious Executable Detection, Transfer Learning, Feature-Based
3. 73. A method of generating virtual shadow dataset of buildings for the shadow detection and removal
   Kangjik Kim, Junchul Chun, Vol. 21, No. 5, pp. 49-56, Oct. 2020
   10.7472/jksii.2020.21.5.49
   Keywords: Unity3D, Shadow Dataset, Deep Learning, Satellite shadow data, Building shadow data
4. 74. Empirical Comparison of Deep Learning Networks on Backbone Method of Human Pose Estimation
   Beanbonyka Rim, Junseob Kim, Yoo-Joo Choi, Min Hong, Vol. 21, No. 5, pp. 21-29, Oct. 2020
   10.7472/jksii.2020.21.5.21
   Keywords: Deep Learning, Human Pose Estimation, CNN, VGG, ResNet
5. 75. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities
   Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020
   10.7472/jksii.2020.21.4.127
   Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
6. 76. 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
7. 77. 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
8. 78. 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
9. 79. 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
10. 80. 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