Hyunbin Kim, Junchul Chun, Vol. 18, No. 8, August 31, 2024
10.3837/tiis.2024.08.013

• Anomaly Detection
• Image alignment
• PatchCore
• Semi-supervised learning
• Feature map hard masking

Seong-Mok Kim, Ye-Eun Jeong, Yong Soo Kim, Youn-Ho Lee, Seung Young Lee, Vol. 18, No. 5, May 31, 2024
10.3837/tiis.2024.05.009

• Weapon System
• Missile
• Quality Control
• Anomaly Detection
• Unsupervised learning

Hong Zhang, Lang Li, Di Li, Vol. 18, No. 3, March 31, 2024
10.3837/tiis.2024.03.012

• Side-Channel Analysis
• Semi-supervised learning
• Hamming weight
• Pseudo-label filter
• Normal Distribution

Yeon-Seung Choo, Boeun Kim, Hyun-Sik Kim, Yong-Suk Park, Vol. 18, No. 3, March 31, 2024
10.3837/tiis.2024.03.008

• center loss
• Cross-Modal
• object retrieval
• representation learning
• Self-Supervised Learning
• Supervised Learning

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

Jia Zhao, Song Li, Runxiu Wu, Yiying Zhang, Bo Zhang, Longzhe Han, Vol. 16, No. 12, December 31, 2022
10.3837/tiis.2022.12.006

• network intrusion detection (NID)
• Semi-supervised learning
• Tri-training
• cross entropy
• k-nearest neighbors

Byeong-Uk Jeon, Kyungyong Chung, Vol. 16, No. 8, August 31, 2022
10.3837/tiis.2022.08.018

• Anomaly Detection
• Multi Scale Feature Extraction
• Self-Supervised Learning

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

Hyeon Seok Yang, Jeong Hoon Han, Young Shik Moon, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.012

• Facial Attribute Editing
• spatial attention mechanism
• Semi-supervised learning
• Generative Adversarial Network
• STGAN

Li Duan, Weiping Wang, Baijing Han, Vol. 15, No. 7, July 31, 2021
10.3837/tiis.2021.07.006

• Recommendation
• Collaborative Filtering
• clustering
• Supervised Learning