Elastic net regularized kernel non-negative matrix factorization algorithm for clustering guided image representation

Effective image clustering based on human mental search

(2019) Seyed Jalaleddin Mousavirad et al.   APPLIED SOFT COMPUTING

Querying informative constraints for data clustering: An embedding approach

(2019) Ahmad Ali Abin   APPLIED SOFT COMPUTING

Fuzzy clustering in community detection based on nonnegative matrix factorization with two novel evaluation criteria

(2018) Neda Binesh et al.   APPLIED SOFT COMPUTING

Graph Regularized Nonnegative Matrix Factorization with Sample Diversity for Image Representation

(2018) Changpeng Wang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Survey on Image Data Analysis through Clustering Techniques for Real World Applications

(2018) Seema Wazarkar et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Topological structure regularized nonnegative matrix factorization for image clustering

(2018) Wenjie Zhu et al.   NEURAL COMPUTING & APPLICATIONS

Elastic nonnegative matrix factorization

(2018) He Xiong et al.   PATTERN RECOGNITION

Label and orthogonality regularized non-negative matrix factorization for image classification

(2018) Wenjie Zhu et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Multiview Clustering Based on Non-Negative Matrix Factorization and Pairwise Measurements

(2018) Xiumei Wang et al.   IEEE Transactions on Cybernetics

Joint Linear Regression and Nonnegative Matrix Factorization based on Self-Organized Graph for Image Clustering and Classification

(2018) Wenjie Zhu et al.   IEEE Access

Road traffic sound level estimation from realistic urban sound mixtures by Non-negative Matrix Factorization

(2018) Jean-Rémy Gloaguen et al.   APPLIED ACOUSTICS

Nonnegative Discriminant Matrix Factorization

(2017) Yuwu Lu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

A Deep Matrix Factorization Method for Learning Attribute Representations

(2017) George Trigeorgis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Upper bound of Bayesian generalization error in non-negative matrix factorization

(2017) Naoki Hayashi et al.   NEUROCOMPUTING

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

(2017) Xiaoke Ma et al.   PATTERN RECOGNITION

Projective robust nonnegative factorization

(2016) Yuwu Lu et al.   INFORMATION SCIENCES

Semi-Supervised Nonnegative Matrix Factorization via Constraint Propagation

(2016) Di Wang et al.   IEEE Transactions on Cybernetics

Image clustering by hyper-graph regularized non-negative matrix factorization

(2014) Kun Zeng et al.   NEUROCOMPUTING

Subtractive clustering for seeding non-negative matrix factorizations

(2013) Gabriella Casalino et al.   INFORMATION SCIENCES

Machine Learning Source Separation Using Maximum a Posteriori Nonnegative Matrix Factorization

(2013) Bin Gao et al.   IEEE Transactions on Cybernetics

Subclass discriminant Nonnegative Matrix Factorization for facial image analysis

(2012) Symeon Nikitidis et al.   PATTERN RECOGNITION

Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent

(2011) Naiyang Guan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Constrained Nonnegative Matrix Factorization for Image Representation

(2011) Haifeng Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Quadratic nonnegative matrix factorization

(2011) Zhirong Yang et al.   PATTERN RECOGNITION

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

Semi-Supervised Nonnegative Matrix Factorization

(2009) Hyekyoung Lee et al.   IEEE SIGNAL PROCESSING LETTERS

Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

(2008) Sen Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING