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

Panpan Guo, Gang Zhou, Jicang Lu, Zhufeng Li, Taojie Zhu, Vol. 18, No. 5, May 31, 2024
10.3837/tiis.2024.05.002

• paper recommendation
• SPECTER
• low-rank and sparse matrix factorization
• heterogeneous information network

Jinsheng Hao, Guoping Su, Xiaofeng Han, Wei Nie, Vol. 15, No. 11, November 30, 2021
10.3837/tiis.2021.11.003

• Real-time QoS prediction
• matrix factorization
• clustering
• K-Means

Na Ma, Tingxin Wen, Vol. 15, No. 6, June 30, 2021
10.3837/tiis.2021.06.009

• Vehicle face re-identification; Nonnegative Matrix Factorization; stable feature; variable feature; cosine distance

Chunhe Shi, Chengdong Wu, Vol. 14, No. 5, May 31, 2020
10.3837/tiis.2020.05.017

• Vehicle face recognition
• vehicle matching
• Nonnegative matrix factorization
• classification property
• gradient descent method

Hongtao Yu, Lijun Sun, Fuzhi Zhang, Vol. 13, No. 9, September 29, 2019
10.3837/tiis.2019.09.020

• Recommender Systems
• shilling attacks
• anomaly rating behavior detection
• robust Bayesian probabilistic matrix factorization

Zhigang Liu, Haidong Zhong, Vol. 12, No. 5, May 30, 2018
10.3837/tiis.2018.05.010

• Social network recommendation
• Social tag
• Social Trust
• Probability matrix factorization

Jing Sun, Xibiao Cai, Fuming Sun, Richang Hong, Vol. 11, No. 5, May 30, 2017
10.3837/tiis.2017.05.017

• Nonnegative matrix factorization
• dual graph-regularized
• manifold
• feature manifold
• label information