Digital Library

1. 91. Efficient Resource Slicing Scheme for Optimizing Federated Learning Communications in Software-Defined IoT Networks
   Prohim Tam, Sa Math, Seokhoon Kim, Vol. 22, No. 5, pp. 27-33, Oct. 2021
   10.7472/jksii.2021.22.5.27
   Keywords: Deep Learning, Federated learning, Internet of Things, Network Functions Virtualization, Software-Defined Networking
2. 92. Machine Learning based Firm Value Prediction Model: using Online Firm Reviews
   Hanjun Lee, Dongwon Shin, Hee-Eun Kim, Vol. 22, No. 5, pp. 79-86, Oct. 2021
   10.7472/jksii.2021.22.5.79
   Keywords: Firm value, Machine Learning, Online Review, Firm review, Jobplanet
3. 93. Formal Model of Extended Reinforcement Learning (E-RL) System
   Do Yeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 4, pp. 13-28, Aug. 2021
   10.7472/jksii.2021.22.4.13
   Keywords: Reinforcement Learning (RL), Advanced RL, Formal Model, Design Methods, and Advanced Navigator System
4. 94. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals
   Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021
   10.7472/jksii.2021.22.3.9
   Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
5. 95. Deep Learning based Abnormal Vibration Prediction of Drone
   Jun-Ki Hong, Yang-Kyoo Lee, Vol. 22, No. 3, pp. 67-73, Jun. 2021
   10.7472/jksii.2021.22.3.67
   Keywords: Deep Learning, RNN, LSTM, Drone, Motor, Vibration
6. 96. A Study on Classification of Variant Malware Family Based on ResNet-Variational AutoEncoder
   Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
   10.7472/jksii.2021.22.2.1
   Keywords: Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning
7. 97. Hybrid Fireworks Algorithm with Dynamic Coefficients and Improved Differential Evolution
   Lixian Li, Jaewan Lee, Vol. 22, No. 2, pp. 19-27, Apr. 2021
   10.7472/jksii.2021.22.2.19
   Keywords: Fireworks Algorithm; Dynamic Coefficient; Differential Evolution; Commensal Learning
8. 98. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
   Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
   10.7472/jksii.2021.22.1.23
   Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
9. 99. COVID-19 Risk Analytics and Safe Activity Assistant Systemwith Machine Learning Algorithms
   DoYeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 1, pp. 65-77, Feb. 2021
   10.7472/jksii.2021.22.1.65
   Keywords: COVID-19, Machine Learning, clustering, Risk Analytics, Safe Activity Assistance
10. 100. A Comparative Study on the Effective Deep Learning for Fingerprint Recognition with Scar and Wrinkle
    JunSeob Kim, BeanBonyka Rim, Nak-Jun Sung, Min Hong, Vol. 21, No. 4, pp. 17-23, Aug. 2020
    10.7472/jksii.2020.21.4.17
    Keywords: Deep Learning, Biometric information, 2D Convolutional Neural Network, discriminating of scar fingerprint, discriminating of wrinkle fingerprint