Generalized hebbian algorithm for incremental latent semantic analysis

9th European Conference on Speech Communication and Technology

Volumn , Issue , 2005, Pages 1325-1328

  Gorrell, Genevieve ^a   Webb, Brandyn ^a  

^a LINKÖPING UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTER PROGRAMMING LANGUAGES; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; INFORMATION ANALYSIS; LEARNING ALGORITHMS;

EIGEN DECOMPOSITION; FREQUENCY MATRIX; GENERALIZED HEBBIAN ALGORITHM; LATENT SEMANTIC ANALYSIS;

SEMANTICS;

EID: 33745200521     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. S. C. Deerwester, S. T. Dumais, T. K. Landauer, G. W. Furnas, and R. A. Harshman, "Indexing by latent semantic analysis," Journal of the American Society of Information Science, vol. 41, no. 6, pp. 391-407, 1990. [Online]. Available: citeseer.nj.nec.com/deerwester90indexing.html
2. J. Bellegarda, "Exploiting latent semantic information in statistical language modeling," Proceedings of the IEEE, vol. 88:8, 2000.
3. S. Dumais, "Enhancing performance in latent semantic indexing," 1990. [Online]. Available: citeseer.ist.psu.edu/dumais92enhancing.html
4. T. D. Sanger, "Optimal unsupervised learning in a single-layer linear feedforward neural network," Neural Networks, vol. 2, pp. 459-473, 1989.
5. E. Oja and J. Karhunen, "On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix," J. Math. Analysis and Application, vol. 106, pp. 69-84, 1985.
6. Y. Z. Juyang Weng and W.-S. Hwang, "Candid covariance-free incremental principal component analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25:8, pp. 1034-1040, 2003.
7. CMU World Wide Knowledge Base (Web-KB) project, http://www-2.cs.cmu.edu/ webkb/, as of 6 April 2005.