Sung-Sam Hong, Jong-Hwan Kong, Myung-Mook Han, Vol. 8, No. 6, June 26, 2014
10.3837/tiis.2014.06.022

• SPAM
• Text Mining
• Text Clustering
• Text Classification
• Detection

Weitao Han, Peng Yi, Le Tian, Vol. 8, No. 4, April 28, 2014
10.3837/tiis.2014.04.016

• Network Security
• Packet Classification
• Decision Tree
• incremental update

Mi-Jung Choi, Jun-Sang Park, Myung-Sup Kim, Vol. 8, No. 3, March 30, 2014
10.3837/tiis.2014.03.007

• Application-Level Traffic Classification
• signature-based classifier
• behavior algorithm
• correlation algorithm
• integrated classification

Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad, Vol. 7, No. 1, January 29, 2013
10.3837/tiis.2013.01.005

• Lung cancer
• CAD system
• Bayesian classification
• Region detection
• Feature extraction.

Youngbum Hur, Vol. 16, No. 12, December 31, 2022
10.3837/tiis.2022.12.004

• Deep Learning
• Recurrent Neural Network
• LSTM
• Machine Learning
• Ethnicity Classification
• Malaysian Name Separation
• Deep Learning-based Name Separation

Wajid Ali, Wanli Zuo, Rahman Ali, Gohar Rahman, Xianglin Zuo, Inam Ullah, Vol. 16, No. 10, October 31, 2022
10.3837/tiis.2022.10.002

• Causality Mining
• Relation Network
• Multi-level Relation Network
• Relation Classification
• Cause-effect Relation Classification

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