Towards visual data mining

ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems

Volumn , Issue , 2004, Pages 349-356

  Poulet, François ^a  

^a UNIVERSITÉ LAVAL   (Canada)

Author keywords

Artificial Intelligence; Classification; Human Computer Interaction; Human factors; Machine learning; User Needs; Visual Data mining

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; HUMAN COMPUTER INTERACTION; HUMAN ENGINEERING; LEARNING SYSTEMS;

USER NEEDS; VISUAL DATA MINING;

DATA MINING;

EID: 8444229711     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Ankerst M., Elsen C., Ester M., Kriegel H-P.: "Perception-Based Classification", in Informatics, An International Journal of Computing and Informatics, 23(4), 493-499, 1999.
2. Bennett K. and Campbell C., 2000, "Support Vector Machines: Hype or Hallelujah?", in SIGKDD Explorations, Vol. 2, No. 2, pp. 1-13.
3. Blake C., Merz C., UCI Repository of machine learning databases, [http://www.ics.uci.edu/~mleam/MLRepository.html], Irvine, CA: University of California, Department of Information and Computer Science, (1998).
4. Bock H.H., Diday E., "Analysis of Symbolic Data: Exploratory Methods for Extracting Statistical Information from Complex Data", Springer-Verlag, Berlin-Heidelberg, 2000.
5. Breiman L., Friedman J.H., Olsen R.A., Stone C.J., "Classification And Regression Trees", Wadsworth, 1984.
6. Fayyad U., Piatetsky-Shapiro G., Smyth P., Uthurusamy R., 1996, "Advances in Knowledge Discovery and Data Mining", AAAI Press.
7. Inselberg A., Avidan T., "Classification and Visualization for High-Dimensional Data", in proc. of KDD'2000, pp.370-374.
8. Murthy S., Kasif S., Salzberg S., Beigel R., "OCI: Randomized induction of oblique decision trees", in proc. of the 11th National Conference on Artificial Intelligence, MIT Press, 1993, pp.322-327.
9. Poulet F. "Full-View: a Visual Data Mining Environment" in International Journal of Image and Graphics, 2(1), 2002.
10. nd Int. Workshop on Visual Data Mining, Helsinki, Aug.2002.
11. th Int. Conf. on Enterprise Information Systems, Angers, France, April 2003.
12. rd International Workshop on Visual Data Mining, Melbourne, Florida, Nov.2003.
13. Quinlan J.R., "C4.5: Programs for Machine Learning", Morgan-Kaufman Publishers, 1993.
14. Vapnik V., 1995, "The Nature of Statistical Learning Theory", Springer-Verlag, New York.