Papers about the Tensor Toolbox

• Brett W. Bader and Tamara G. Kolda, Efficient MATLAB computations with sparse and factored tensors, Technical Report SAND2006-7592, Sandia National Laboratories, Albuquerque, NM and Livermore, CA, 2006.
• Brett W. Bader and Tamara G. Kolda, Algorithm 862: MATLAB Tensor Classes for Fast Algorithm Prototyping, ACM Transactions on Mathematical Software, 32(4), December 2006.

Papers that use the Tensor Toolbox

Do you have a paper that uses the MATLAB Tensor Toolbox? If so, let us know and we'll post it here. Thanks!

• E. Acar, S. A. Çamtepe, M. Krishnamoorthy and B. Yener, Modeling and Multiway Analysis of Chatroom Tensors, Proc. of IEEE International Conference on Intelligence and Security Informatics, LNCS, Vol. 3495, Kantor P. and Muresan G.; Roberts, F.; et al. (Eds.), pp 256-268, 2005.
• Brett W. Bader, Richard Harshman, and Tamara G. Kolda. Temporal analysis of social networks using three-way DEDICOM. Technical Report SAND2006-2161, Sandia National Laboratories, Albuquerque, NM and Livermore, CA, April 2006.
• Daniel M. Dunlavy, Tamara G. Kolda, and W. Philip Kegelmeyer. Multilinear algebra for analyzing data with multiple linkages. Technical Report SAND2006-2079, Sandia National Laboratories, Albuquerque, NM and Livermore, CA, April 2006.
• D. FitzGerald, M. Cranitch, and E. Coyle, Shifted Non-negative Matrix Factorisation for Sound Source Separation, Proc. IEEE Conf. on Statistics in Signal Processing, Bordeaux, France, July 2005.
• D. FitzGerald, M. Cranitch, and E. Coyle., Non-negative Tensor Factorisation for Sound Source Separation, Proc. Irish Signals and Systems Conf., Dublin, September 2005.
• D. FitzGerald, M. Cranitch, and E. Coyle, Sound Source Separation using shifted Non-negative Tensor Factorisation, Proc. ICASSP06, Toulouse, France, 2006.
• D. FitzGerald, M. Cranitch, and E. Coyle, Shifted 2D Non-negative Tensor Factorisation, Proc. Irish Signals and Systems Conference, Dublin, June 2006.
• Tamara Kolda and Brett Bader. The TOPHITS model for higher-order web link analysis. In Workshop on Link Analysis, Counterterrorism and Security, 2006.
• Tamara G. Kolda, Brett W. Bader, and Joseph P. Kenny. Higher-order web link analysis using multilinear algebra. In ICDM 2005: Proceedings of the 5th IEEE International Conference on Data Mining, pages 242–249, November 2005.
• Jimeng Sun, Spiros Papadimitriou, Philip S. Yu, Window-based tensor analysis on high-dimensional and multi-aspect streams . In ICDM'06: Proceedings of the 6th IEEE International Conference on Data Mining, pages 1076-1080, November 2006. DOI: 10.1109/ICDM.2006.169
• Jimeng Sun, Dacheng Tao, and Christos Faloutsos. Beyond streams and graphs: dynamic tensor analysis. In KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 374–383, 2006.