Sung Pil Choi, Sung-Hyon Myaeng, Hyun-Yang Cho, Vol. 3, No. 3, June 21, 2009
10.3837/tiis.2009.03.005

• Document Classification
• test bed
• Machine Learning
• text categorization
• Feature selection
• Text Mining
• lemmatization

Yi Zeng, Thomas M. Chen, Vol. 3, No. 2, April 24, 2009
10.3837/tiis.2009.02.001

• Traffic Classification
• Unsupervised learning
• k-nearest neighbor
• clustering

Yuyan Meng, Deyu Yuan, Shaofan Su, Yang Ming, Vol. 16, No. 6, June 30, 2022
10.3837/tiis.2022.06.003

• Deep Learning
• Image Classification
• pre-training
• Violence images

Jaewoong Moon, Subin Kim, Park Jangyong, Jieun Lee, Kyungshin Kim, Jaeseung Song, Vol. 16, No. 5, May 31, 2022
10.3837/tiis.2022.05.004

• Artificial intelligence
• Machine Learning
• Malware classification
• MalDC

Liquan Zhao, Leilei Wang, Vol. 16, No. 1, January 31, 2022
10.3837/tiis.2022.01.001

• MobileNetV3
• Real-time image classification
• Lightweight network
• Deep Convolutional Neural Network
• residual structure

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

Fanqi Meng, Wenying Cheng, Jingdong Wang, Vol. 15, No. 11, November 30, 2021
10.3837/tiis.2021.11.009

• Feature Normalization
• Oversampling Techniques
• Software Defect Prediction
• Semi-supervised learning
• Unbalanced Classification

Jee-Tae Park, Ui-Jun Baek, Min-Seong Lee, Young-Hoon Goo, Sung-Ho Lee, Myung-Sup Kim, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.016

• Traffic Classification
• Flow Correlation Index
• Malicious Traffic Detection
• Flow Information

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

Prasanna Srinivasan.V, Balasubadra.K, Saravanan.K, Arjun.V.S, Malarkodi.S, Vol. 15, No. 6, June 30, 2021
10.3837/tiis.2021.06.013

• Deep Learning
• False Data Injection Attack
• Internet of Things
• Machine Learning
• Multi-label classification
• Power System
• Smart Grid