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

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

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

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

Minhaz Uddin Ahmed, Yeong Hyeon Kim, Phill Kyu Rhee, Vol. 14, No. 12, December 31, 2020
10.3837/tiis.2020.12.009

• Object Detection
• active learning
• Semi-supervised learning
• Convolutional Neural Network

Yuhua Ding, Fan Liu, Ting Rui, Zhenmin Tang, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.008

• Face Recognition
• semi-supervised
• single sample per person
• linear regression

Zhikai Zong, Aili Han, Qing Gong, Vol. 13, No. 3, March 30, 2019
10.3837/tiis.2019.03.016

• Cross-media retrieval
• semi-supervised regularization
• L2
• q norm
• sparse regularization

Lu Han, Fei Wu, Xiao-Yuan Jing, Vol. 12, No. 9, September 29, 2018
10.3837/tiis.2018.09.011

• Semi-supervised learning
• Manifold discriminant intact space
• Generated multi-view data points
• Intact feature representations
• Image Classification

Muhammad Khawar Bashir, Yasir Saleem, Vol. 12, No. 8, August 30, 2018
10.3837/tiis.2018.08.013

• Semi-supervised deep hashing
• binary hashing
• convolutional auto-encoders
• Deep Learning
• image semantics