Nonnegative matrix factorization with local similarity learning

Semi-Supervised Multi-view Clustering based on Orthonormality-constrained Nonnegative Matrix Factorization

(2020) Hao Cai et al.   INFORMATION SCIENCES

Kernel truncated regression representation for robust subspace clustering

(2020) Liangli Zhen et al.   INFORMATION SCIENCES

Sparse graph based self-supervised hashing for scalable image retrieval

(2020) Weiwei Wang et al.   INFORMATION SCIENCES

Discriminative subspace matrix factorization for multiview data clustering

(2020) Jiaqi Ma et al.   PATTERN RECOGNITION

A deep multi-task representation learning method for time series classification and retrieval

(2020) Ling Chen et al.   INFORMATION SCIENCES

Kernel two-dimensional ridge regression for subspace clustering

(2020) Chong Peng et al.   PATTERN RECOGNITION

Robust Principal Component Analysis: A Factorization-Based Approach with Linear Complexity

(2019) Chong Peng et al.   INFORMATION SCIENCES

Low-rank nonnegative matrix factorization on Stiefel manifold

(2019) Ping He et al.   INFORMATION SCIENCES

Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation

(2019) Yang Meng et al.   IEEE Transactions on Neural Networks and Learning Systems

Integrate and Conquer

(2018) Chong Peng et al.   ACM Transactions on Intelligent Systems and Technology

Low-rank Sparse Subspace for Spectral Clustering

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability

(2017) Xiaoke Ma et al.   PATTERN RECOGNITION

Robust Graph Regularized Nonnegative Matrix Factorization for Clustering

(2017) Chong Peng et al.   ACM Transactions on Knowledge Discovery from Data

Computing a Nonnegative Matrix Factorization---Provably

(2016) Sanjeev Arora et al.   SIAM JOURNAL ON COMPUTING

Application of the multi-kernel non-negative matrix factorization on the mechanical fault diagnosis

(2015) Yongsheng Yang et al.   Advances in Mechanical Engineering

Robust Manifold Nonnegative Matrix Factorization

(2014) Jin Huang et al.   ACM Transactions on Knowledge Discovery from Data

Global and Local Structure Preservation for Feature Selection

(2013)   IEEE Transactions on Neural Networks and Learning Systems

Nonnegative Matrix Factorization: A Comprehensive Review

(2012) Yu-Xiong Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Local Coordinates Alignment With Global Preservation for Dimensionality Reduction

(2012) Jing Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Locally Consistent Concept Factorization for Document Clustering

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On the Complexity of Nonnegative Matrix Factorization

(2009) Stephen A. Vavasis   SIAM JOURNAL ON OPTIMIZATION

Locality-Preserved Maximum Information Projection

(2008) Haixian Wang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Nonnegative Matrix Factorization in Polynomial Feature Space

(2008) I. Buciu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Convex and Semi-Nonnegative Matrix Factorizations

(2008) C.H.Q. Ding et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE