Positive tensor factorization

Non-negative tensor factorization with applications to statistics and computer vision

ICML '05 Proceedings of the 22nd international conference on Machine learning

Image segmentation by unsupervised sparse clustering

Pattern Recognition Letters

A probabilistic model for data cube compression and query approximation

Proceedings of the ACM tenth international workshop on Data warehousing and OLAP

Algorithms for sparse nonnegative tucker decompositions

Neural Computation

Scenario Discovery Using Nonnegative Tensor Factorization

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications

Robust Speaker Modeling Based on Constrained Nonnegative Tensor Factorization

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

Computing non-negative tensor factorizations

Optimization Methods & Software - Mathematical programming in data mining and machine learning

Meta-clustering Gene Expression Data with Positive Tensor Factorizations

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy

Nonnegative Decompositions with Resampling for Improving Gene Expression Data Biclustering Stability

Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence

Stable biclustering of gene expression data with nonnegative matrix factorizations

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Generalized clustergrams for overlapping biclusters

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation

IEEE Transactions on Audio, Speech, and Language Processing

Non-negative multilinear principal component analysis of auditory temporal modulations for music genre classification

IEEE Transactions on Audio, Speech, and Language Processing

A non-negative tensor factorization model for selectional preference induction

Natural Language Engineering

Robust feature extraction for speaker recognition based on constrained nonnegative tensor factorization

Journal of Computer Science and Technology

Image representation using Laplacian regularized nonnegative tensor factorization

Pattern Recognition

Sparse non-negative tensor factorization using columnwise coordinate descent

Pattern Recognition

Controlling sparseness in non-negative tensor factorization

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I

Clustering and metaclustering with nonnegative matrix decompositions

ECML'05 Proceedings of the 16th European conference on Machine Learning

Task specific factors for video characterization

ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing

Temporal QoS-aware web service recommendation via non-negative tensor factorization

Proceedings of the 23rd international conference on World wide web

Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework

Journal of Global Optimization