Results 201 to 210 of about 13,782,934 (217)

Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints

2007
In this paper we present a new method of 3D non-negative tensor factorization (NTF) that is robust in the presence of noise and has many potential applications, including multi-way blind source separation (BSS), multi-sensory or multi-dimensional data analysis, and sparse image coding.
Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari   +4 more
openaire   +1 more source

Non-negative Tensor Factorization Based Bi-Clustering on Anchor Graphs

IEEE Transactions on Pattern Analysis and Machine Intelligence
Non-negative matrix factorization (NMF) is a powerful technique for clustering analysis. Applying it to multi-view clustering, the existing methods typically apply NMF to obtain soft label matrices for each view independently and then fuse the obtained label matrices of views to generate view-consistent label matrix.
Quanxue, Gao, Rui, Wang, Jing, Li, Xiaoke, Ma, Cheng, Deng, Yu, Duan   +5 more
openaire   +2 more sources

Applying non-negative tensor factorization to centered data

Bankers, Markets & Investors, 2023
Paul Fogel, Christophe Geissler, Hans-Jörg Von Mettenheim, George Luta   +3 more
openaire   +1 more source

Non-Negative Tensor Factorization for Vibration-Based Local Damage Detection

Mechanical Systems and Signal Processing, 2023
Agnieszka Wyłomańska, Jacek Wodecki, Mateusz Gabor   +2 more
exaly  

Non-Negative Tensor Factorization with RESCAL

2013
Krompaß, Denis, Nickel, Maximilian, Xueyan Jiang, Tresp, Volker   +3 more
openaire   +1 more source

Orthogonal Non-negative Tensor Factorization based Multi-view Clustering

Advances in Neural Information Processing Systems 36, 2023
Jing Li 0026, Quanxue Gao, Qianqian Wang 0001, Ming Yang 0024, Wei Xia 0007   +4 more
openaire   +2 more sources

Bi-Orthogonal Non-negative Tensor tri-Factorization for Tensorized Label Learning

Proceedings of the 33rd ACM International Conference on Multimedia
Rui Wang, Yuxuan Liu, Guangyu Yang, Quanxue Gao, Cheng Deng 0002   +4 more
openaire   +1 more source

Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors

IEEE Transactions on Cybernetics, 2020
Xin Luo, Hao Wu, Mengchu Zhou
exaly  

Non-Negative Sub-Tensor Ensemble Factorization (NsTEF) Algorithm. A New Incremental Tensor Factorization for Large Data Sets.

Signal Processing, 2018
Ana Tomé
exaly  

Robust Video Hashing with Non-negative Tensor Factorization for Copy Detection

Proceedings of the 2024 International Conference on Multimedia Retrieval
Mengzhu Yu, Zhenjun Tang, Huijiang Zhuang, Xiaoping Liang, Zhixin Li 0001, Xianquan Zhang   +5 more
openaire   +2 more sources