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

Vanitha Sivagami Sivasankaravel, Vol. 16, No. 7, July 31, 2022
10.3837/tiis.2022.07.002

• Bag of Words Model
• Image Classification
• PASCAL VOC
• Self Organizing Map
• Gradients

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