Discussion tracking in enron email using PARAFAC

Survey of Text Mining II: Clustering, Classification, and Retrieval

Volumn , Issue , 2008, Pages 147-163

  Bader, Brett W ^a   Berry, Michael W ^b   Browne, Murray ^b  

^a SANDIA NATIONAL LABORATORIES   (United States)

^b University of Tennessee Knoxville   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84892000258     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-1-84800-046-9_8     Document Type: Chapter

References (28)

1. [AÇ KY05] E. Acar, S. A. Çamtepe, M. S. Krishnamoorthy, and B. Yener. Modeling and multiway analysis of chatroom tensors. In ISI 2005: IEEE International Conference on Intelligence and Security Informatics, volume 3495 of Lecture Notes in Computer Science, pages 256-268. Springer, New York, 2005.
2. [BB05a] M. W. Berry and M. Browne. Email surveillance using non-negative matrix factorization. In Workshop on Link Analysis, Counterterrorism and Security, SIAM Conf. on Data Mining, Newport Beach, CA, 2005.
3. [BB05b] M. W. Berry and M. Browne. Email surveillance using nonnegative matrix factorization. Computational & Mathematical Organization Theory, 11:249-264, 2005.
4. [BB05c] M. W. Berry and M. Browne. Understanding Search Engines: Mathematical Modeling and Text Retrieval. SIAM, Philadelphia, second edition, 2005.
5. [BBL+07] M. W. Berry, M. Browne, A. N. Langville, V. P. Pauca, and R. J. Plemmons. Algorithms and applications for approximate nonnegative matrix factorization. Computational Statistics & Data Analysis, 52(1):155-173, 2007.
6. [BK06a] B. W. Bader and T. G. Kolda. Efficient MATLAB computations with sparse and factored tensors. Technical Report SAND2006-7592, Sandia National Laboratories, Albuquerque, New Mexico and Livermore, California, December 2006. Available from World Wide Web: http://csmr.ca.sandia.gov/?tgkolda/pubs. html#SAND2006-7592.
7. [BK06b] B. W. Bader and T. G. Kolda. MATLAB Tensor Toolbox, version 2.1. http://csmr.ca.sandia.gov/?tgkolda/TensorToolbox/, December 2006.
8. [CC70] J. D. Carroll and J. J. Chang. Analysis of individual differences in multidimensional scaling via an N-way generalization of 'Eckart-Young' decomposition. Psychometrika, 35:283-319, 1970.
9. [Coh] W. W. Cohen. Enron email dataset. Web page. http://www.cs.cmu.edu/? enron/.
10. [FBH03] N. M. Faber, R. Bro, and P. K. Hopke. Recent developments in CANDE-COMP/PARAFAC algorithms: a critical review. Chemometr. Intell. Lab. Syst., 65(1):119-137, January 2003.
11. [Fed] Federal Energy Regulatory Commission. FERC: Information released in Enron investigation. http://www.ferc.gov/industries/electric/indus-act/wec/ enron/info-release.asp.
12. [Gri03] T. Grieve. The decline and fall of the Enron empire. Slate, October 14 2003. Available from World Wide Web: http://www.salon. com/news/feature/2003/10/14/enron/index\ np. html.
13. [GWB03] J. T. Giles, L. Wo, and M. W. Berry. GTP (General Text Parser) Software for Text Mining. In H. Bozdogan, editor, Software for Text Mining, in Statistical Data Mining and Knowledge Discovery, pages 455-471. CRC Press, Boca Raton, FL, 2003.
14. [Har70] R. A. Harshman. Foundations of the PARAFAC procedure: models and conditions for an "explanatory" multi-modal factor analysis. UCLA Working Papers in Phonetics, 16:1-84, 1970. Available at http://publish.uwo.ca/? harshman/wpppfac0.pdf.
15. [KB06] T. G. Kolda and B. W. Bader. The TOPHITS model for higher-order web link analysis. In Workshop on Link Analysis, Counterterrorism and Security, 2006. Available from World Wide Web: http://www.cs.rit.edu/?amt/linkanalysis06/ accepted/21.pdf.
16. [KBK05] T. G. Kolda, B. W. Bader, and J. 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. IEEE Computer Society, Los Alamitos, CA, 2005.
17. [LS99] D. Lee and H. Seung. Learning the parts of objects by non-negative matrix factorization. Nature, 401:788-791, 1999.
18. [ME03] B. Mclean and P. Elkind. The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron. Portfolio, New York, 2003.
19. [MHA06] M. Mørup, L. K. Hansen, and S. M. Arnfred. Sparse higher order non-negative matrix factorization. Neural Computation, 2006. Submitted.
20. [Mør05] M. Mørup. Decomposing event related eeg using parallel factor (parafac). Presentation, August 29 2005. Workshop on Tensor Decompositions and Applications, CIRM, Luminy, Marseille, France.
21. [PCMP06] C. E. Priebe, J. M. Conroy, D. J. Marchette, and Y. Park. Enron dataset. Web page, February 2006. http://cis.jhu.edu/?parky/Enron/enron. html.
22. [SA05] J. Shetty and J. Adibi. Ex employee status report. Online, 2005. http:www.isi.edu/?adibi/Enron/Enron Employee Status.xls.
23. [SBG04] A. Smilde, R. Bro, and P. Geladi. Multi-Way Analysis: Applications in the Chemical Sciences. Wiley, West Sussex, England, 2004. Available from World Wide Web: http://www.wiley.com/WileyCDA/WileyTitle/ productCd-0471986917.html.
24. [SBPP06] F. Shahnaz, M. W. Berry, V. P. Pauca, and R. J. Plemmons. Document clustering using non-negative matrix factorization. Information Processing & Management, 42(2):373-386, 2006.
25. [SGB00] N. D. Sidiropoulos, G. B. Giannakis, and R. Bro. Blind PARAFAC receivers for DS-CDMA systems. IEEE Transactions on Signal Processing, 48(3):810-823, 2000.
26. [SZL+05] J.-T. Sun, H.-J. Zeng, H. Liu, Y. Lu, and Z. Chen. CubeSVD: a novel approach to personalized Web search. In WWW 2005: Proceedings of the 14th International Conference on World Wide Web, pages 382-390. ACM Press, New York, 2005.
27. [TB05] G. Tomasi and R. Bro. PARAFAC and missing values. Chemometr. Intell. Lab. Syst., 75(2):163-180, February 2005.
28. [Tuc66] L. R. Tucker. Some mathematical notes on three-mode factor analysis. Psychometrika, 31:279-311, 1966.