Learning profiles based on hierarchical hidden markov model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3488 LNAI, Issue , 2005, Pages 47-55

  Galassi, Ugo ^a   Giordana, Attilio ^a   Saitta, Lorenza ^a   Botta, Maco ^b  

^a UNIVERSITY OF EASTERN PIEDMONT   (Italy)

^b UNIVERSITY OF TURIN   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; HIERARCHICAL SYSTEMS; MARKOV PROCESSES; PROCESS CONTROL;

ARTIFICIAL DATA; HIERARCHICAL HIDDEN MARKOV MODEL (HHMM); USER ACTIVITY;

LEARNING SYSTEMS;

EID: 26944490338     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11425274_5     Document Type: Conference Paper

References (11)

1. S. Bleha, C. Slivinsky, and B. Hussein. Computer-access security systems using keystroke dynamics. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-12(12):1217-1222, 1990.
2. M. Botta, U. Galassi, and A.Giordana. Learning complex and sparse events in long sequences. In Proceedings of the European Conference on Artificial Intelligence, ECAI-04, Valencia, Spain, August 2004.
3. M. Brown and S.J. Rogers. User identification via keystroke characteristics of typed names using neural networks. International Journal of Man-Machine Studies, 39:999-1014, 1993.
4. R. Durbin, S. Eddy, A. Krogh, and G. Mitchison. Biological sequence analysis. Cambridge University Press, 1998.
5. S. Fine, Y Singer, and N. Tishby. The hierarchical hidden markov model: Analysis and applications. Machine Learning, 32:41-62, 1998.
6. G. D. Forney. The viterbi algorithm. Proceedings of IEEE, 61:268-278, 1973.
7. D. Gussfield. Algorithms on Strings, Trees, and Sequences. Cambridge University Press, 1997.
8. R. Joyce and G. Gupta. User authorization based on keystroke latencies. Communications of the ACM, 33(2):168-176, 1990.
9. K. Murphy and M. Paskin. Linear time inference in hierarchical hmms. In Advances in Neural Information Processing Systems (NIPS-01), volume 14, 2001.
10. L. Rabiner and B. Juang. Fundamentals of Speech Recognition. Prentice Hall, Englewood Cliffs, NY, 1993.
11. L.R. Rabiner. A tutorial on hidden markov models and selected applications in speech recognition. Proceedings of IEEE, 77(2):257-286, 1989.