EVRIM ACAR ATAMAN

Sandia National Laboratories

P.O. Box 969, M.S. 9159

Livermore, CA 94551

www: www.cs.rpi.edu/~acare

BOOKS

• Pieter M. Kroonenberg, Applied Multiway Data Analysis, Wiley, 2008.
• Lars Eldén, Matrix Methods in Data Mining and Pattern Recognition, SIAM, 2007 (has a chapter on tensor decompositions).
• Age Smilde, Rasmus Bro and Paul Geladi, Multi-way Analysis: Applications in the Chemical Sciences, Wiley, 2004.
• R. Coppi, S. Bolasco, F. Critchley and Y. Escoufier, Multiway Data Analysis, North Holland, 1989.

RECENT SURVEYS

• Evrim Acar and Bulent Yener, Unsupervised Multiway Data Analysis: A Literature Survey, IEEE Transactions on Knowledge and Data Engineering, 2008.

• Tamara G. Kolda and Brett W. Bader, Tensor Decompositions and Applications, To Appear in SIAM Review, 2008.

• Rasmus Bro, Review on Multiway Analysis in Chemistry -- 2000-2005, Analytical Chemistry, 36(3-4), 279-293, 2006.

SOFTWARE

• The N-way Toolbox by Claus A. Andersson and Rasmus Bro
• PLS_Toolbox from Eigenvector Research
• The Tensor Toolbox by Brett W. Bader and Tamara G. Kolda

CONFERENCES

• 2008 SIAM Annual Meeting, San Diego, CA, July 7-11, 2008.
• 24th GAMM-Seminar Leipzig on Tensor Approximations, Leipzig, Germany, January 25-26, 2008.
• ICIAM 2007, Zurich, Switzerland, July 16-20, 2007.
• Workshop on Algorithms for Modern Massive Datasets, Stanford, CA, June 21-24, 2006.
• TRICAP 2006, Crete, Greece, June 4-9, 2006. (you can also find the links to previous TRICAPs)