Tensors

CPOPT: Optimization for Fitting CANDECOMP/PARAFAC Models (extended abstact)

E. Acar, D. M. Dunlavy and T. G. Kolda, In CASTA 2008: Workshop on Computational Algebraic Statistics, Theories and Applications, 2008

Multi-way Data Analysis and Applications (extended abstract)

T. G. Kolda and B. W. Bader, In Proceedings of the 2008 Sandia Workshop on Data Mining and Data Analysis, 2008

Efficient MATLAB Computations with Sparse and Factored Tensors

B. W. Bader and T. G. Kolda, SIAM Journal on Scientific Computing, 2007

Extracting Clusters from Large Datasets with Multiple Similarity Measures Using IMSCAND

T. M. Selee, T. G. Kolda, W. P. Kegelmeyer and J. D. Griffin, In CSRI Summer Proceedings 2007, 2007

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