Kangseok Kim, Vol. 18, No. 2, February 29, 2024
10.3837/tiis.2024.02.012

• Anomaly Detection
• data augmentation
• Hybrid Approach
• NIDS
• Unsupervised Learning Technologies

Hung-Cuong Trinh, Van-Huy Pham, Anh H. Vo, Vol. 17, No. 12, December 31, 2023
10.3837/tiis.2023.12.002

• Bagging
• data augmentation
• Ensemble
• feature construction
• Kalman filter
• noise addition
• Remaining useful life

Shiyu Liu, Hongyan Qiao, Lianhong Yuan, Yuan Yuan, Jun Liu, Vol. 17, No. 6, June 30, 2023
10.3837/tiis.2023.06.002

• data augmentation
• Time Series
• GAN
• Deep Learning
• Neural Network

Dongyao Zou, Guohao Sun, Zhigang Li, Guangyong Xi, Liping Wang, Vol. 16, No. 8, August 31, 2022
10.3837/tiis.2022.08.009

• Wireless Sensor Networks (WSNs); Convolutional Neural Networks (CNN); Data Augmentation; Node Localization; Degree of intersection

Jaewoong Moon, Subin Kim, Jaeseung Song, Kyungshin Kim, Vol. 15, No. 12, December 31, 2021
10.3837/tiis.2021.12.003

• Machine Learning
• Artificial intelligence
• data augmentation
• Malware detection

Mingu Kang, HyeungKyeom Kim, Suchul Lee, Seokmin Han, Vol. 15, No. 11, November 30, 2021
10.3837/tiis.2021.11.013

• Malware classification
• Microsoft Malware Classification Challenge (BIG2015)
• conditional GAN
• data augmentation
• Adversarial Examples

Yilin Wang, Le Sun, Sudha Subramani, Vol. 15, No. 7, July 31, 2021
10.3837/tiis.2021.07.001

• Bi-LSTM
• data augmentation
• ECG
• GAN
• Heartbeat Classification
• E-Health