Tensors

Temporal Analysis of Semantic Graphs using ASALSAN

B. W. Bader, R. A. Harshman and T. G. Kolda, In ICDM 2007: Proceedings of the 7th IEEE International Conference on Data Mining, 2007

Cross-language Information Retrieval using PARAFAC2

P. A. Chew, B. W. Bader, T. G. Kolda and A. Abdelali, In KDD ‘07: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Mining Large Graphs and Streams using Matrix and Tensor Tools (extended abstract)

C. Faloutsos, T. G. Kolda and J. Sun, In SIGMOD ‘07: Proceedings of the 2007 ACM SIGMOD international conference on Management of data, 2007

Algorithm 862: MATLAB Tensor Classes for Fast Algorithm Prototyping

B. W. Bader and T. G. Kolda, ACM Transactions on Mathematical Software, 2006

Multilinear Operators for Higher-order Decompositions

T. G. Kolda, Tech. Rep., Sandia National Laboratories, 2006

The TOPHITS Model for Higher-order Web Link Analysis

T. Kolda and B. Bader, In Proceedings of Link Analysis, Counterterrorism and Security 2006, 2006

Higher-Order Web Link Analysis Using Multilinear Algebra

T. G. Kolda, B. W. Bader and J. P. Kenny, In ICDM 2005: Proceedings of the 5th IEEE International Conference on Data Mining, 2005

A Counterexample to the Possibility of an Extension of the Eckart-Young Low-rank Approximation Theorem for the Orthogonal Rank Tensor Decomposition

T. G. Kolda, SIAM Journal on Matrix Analysis and Applications, 2003

Orthogonal Tensor Decompositions

T. G. Kolda, SIAM Journal on Matrix Analysis and Applications, 2001