Digital Library

1. 71. Regeneration of a defective Railroad Surface for defect detection with Deep Convolution Neural Networks
   Hyeonho Kim, Seokmin Han, Vol. 21, No. 6, pp. 23-31, Dec. 2020
   10.7472/jksii.2020.21.6.23
   Keywords: Railroad surface, Generative Adversarial Network, Image Representation, Conditional generation model, Detection Model
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. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System
   Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
   10.7472/jksii.2020.21.4.117
   Keywords: Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling
4. 74. Deep Learning-based Abnormal Behavior Detection System for Dementia Patients
   Kookjin Kim, Seungjin Lee, Sungjoong Kim, Jaegeun Kim, Dongil Shin, Dong-kyoo shin, Vol. 21, No. 3, pp. 133-144, Jun. 2020
   10.7472/jksii.2020.21.3.133
   Keywords: Abnomaly detection, deep-learning, Autoencoder, Long Short-Term Memory models
5. 75. A study on counting number of passengers by moving object detection
   Sang-Hyun Yoo, Vol. 21, No. 2, pp. 9-18, Apr. 2020
   10.7472/jksii.2020.21.2.9
   Keywords: Moving object detection, Object Contours Detection, Bus Passenger Counting
6. 76. A study on evaluation method of NIDS datasets in closed military network
   Yong-bin Park, Sung-uk Shin, In-sup Lee, Vol. 21, No. 2, pp. 121-130, Apr. 2020
   10.7472/jksii.2020.21.2.121
   Keywords: dataset, Network intrusion detection system, Data evaluation, Machine Learning
7. 77. Impact of the human body in wireless propagation of medical implants for tumor detection
   Manuel Eugenio Morocho-Cayamcela, Myung-Sik Kim, Wansu Lim, Vol. 21, No. 2, pp. 19-26, Apr. 2020
   10.7472/jksii.2020.21.2.19
   Keywords: Body area networks, wireless implants, indoor propagation, fading estimation, human tissue modeling, tumor detection.
8. 78. Knowledge Graph-based Korean New Words Detection Mechanism for Spam Filtering
   Ji-hye Kim, Ok-ran Jeong, Vol. 21, No. 1, pp. 79-85, Feb. 2020
   10.7472/jksii.2020.21.1.79
   Keywords: Spam Filtering, spam detection, New Words Detection, Knowledge Graph, ConceptNet
9. 79. Unstructured Data Analysis using Equipment Check Ledger: A Case Study in Telecom Domain
   Yeonjin Ju, Yoosin Kim, Seung Ryul Jeong, Vol. 21, No. 1, pp. 127-135, Feb. 2020
   10.7472/jksii.2020.21.1.127
   Keywords: Equipment Ledger, Unstructured Data, Telecom Domain, Anomaly Detection
10. 80. A Comparative Study on the Optimal Model for abnormal Detection event of Heart Rate Time Series Data Based on the Correlation between PPG and ECG
    Jin-soo Kim, Kang-yoon Lee, Vol. 20, No. 6, pp. 137-142, Dec. 2019
    10.7472/jksii.2019.20.6.137
    Keywords: Photoplethysmography(PPG), Electrocardiogram(ECG), Abnormal event detection, SVM, LSTM