Data Mining

Multilinear Algebra for Analyzing Data with Multiple Linkages

D. M. Dunlavy, T. G. Kolda and W. P. Kegelmeyer, In Graph Algorithms in the Language of Linear Algebra, 2011

Temporal Link Prediction using Matrix and Tensor Factorizations

D. M. Dunlavy, T. G. Kolda and E. Acar, ACM Transactions on Knowledge Discovery from Data, 2011

Link Prediction on Evolving Data using Matrix and Tensor Factorizations

E. Acar, D. M. Dunlavy and T. G. Kolda, In ICDMW’09: Proceedings of the 2009 IEEE International Conference on Data Mining Workshops, 2009

Scalable Tensor Decompositions for Multi-aspect Data Mining

T. G. Kolda and J. Sun, In ICDM 2008: Proceedings of the 8th IEEE International Conference on Data Mining, 2008

Resolving the Sign Ambiguity in the Singular Value Decomposition

R. Bro, E. Acar and T. G. Kolda, Journal of Chemometrics, 2008

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

The TOPHITS Model for Higher-order Web Link Analysis

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