Minghua Wan, Weiyu Gu, Guowei Yang, Hai Tan, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.013

• Non-negative Matrix Factorization
• L2
• 1-norm
• supervised weight matrix
• Image Classification
• robustness

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

Xu Si-Ying, Niu Tong, Qu Dan, Long Xing-Yan, Vol. 12, No. 10, October 30, 2018
10.3837/tiis.2018.10.017

• Noise-aware Training
• identity-vector, L2 regularization, speech enhancement, DNN, condition mismatch

Xingjian Gu, Xiangbo Shu, Shougang Ren, Huanliang Xu, Vol. 12, No. 7, July 30, 2018
10.3837/tiis.2018.07.012

• sparse projection
• slow feature discriminant analysis
• feature extraction
• L2
• 1 norm