Improvements and extensions to the constructive algorithm CARVE

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

Volumn 1112 LNCS, Issue , 1996, Pages 513-518

  Young, Steven ^a   Downs, Tom ^b  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 48249093753     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61510-5_88     Document Type: Conference Paper

References (9)

1. S Young and T Downs, "CARVE - A constructive algorithm for real valued examples, " Proceedings ICANN'94, Sorrento, Italy, pp 785-788.
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3. G Swart, "Finding the convex hull facet by facet, " Journal of Algorithms, Vol 6, pp17-48, 1985.
4. S Young, "Constructive neural network training algorithms for pattern classification using computational geometry techniques, " PhD Thesis, University of Queensland, 1995.
5. R Rujan and M Marchand, "Learning by Minimizing Resources in Neural Networks", Complex Systems, 3, pp. 229-241, 1989.
6. M Mezard and J-P Nadal, "Learning in feedforward layered networks: The tiling algorithm", Journal of Physics A; Mathematical and General, 22, pp 2191-2203, 1989.
7. M Frean, "The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural Networks", Neural Computation, 2, pp 198-209, 1990.
8. E B Baum and K J Lang, "Constructing hidden units using examples and queries, " Advances in Neural Information Processing Systems, " Vol 2, pp 904-910, 1990.
9. R P Gorman and T Sejnowski, "Analysis of hidden units in a layered network trained to classify sonar targets, " Neural Networks, Vol 1, pp75-89, 1988.