A novel hybrid learning scheme for pattern recognition

Proceedings of the International Joint Conference on Neural Networks

Volumn 4, Issue , 2005, Pages 2099-2104

  Ping, Wong Lai ^a   Phuan, Alex Tay Leng ^a   Jian, Xu ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b SINGAPORE INSTITUTE OF MANUFACTURING TECHNOLOGY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION ALGORITHMS; CLUSTERING ALGORITHMS; LEARNING ALGORITHMS; NEURAL NETWORKS; PATTERN RECOGNITION; SUPERVISED LEARNING;

BACKPROPAGATION LEARNING ALGORITHM; BP NETWORKS; FAST LEARNING ARTIFICIAL NEURAL NETWORKS; HYBRID LEARNING; HYBRID MODEL; SUPERVISED LEARNING METHODS; TARGET VALUES; UNSUPERVISED CLUSTERING;

BACKPROPAGATION;

EID: 84954228788     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556224     Document Type: Conference Paper

References (13)

1. T. L. P. Alex, P. Sandeep, "K-Means Fast Learning Artificial Neural Network, An Alternate Network For Classification", International Conference on Neural Information Processing (ICONIP) 2002.
2. D. J. Evans, L. P. Tay, "Fast Learning Artificial Neural Network for continuous Input Applications", Kybernetes, 24 (3), 1995.
3. L. P. Tay , D. J. Evans, "Fast Learning Artificial Neural Network Using Nearest Neighbors Recall", Neural Parallel and Scientific Computations, 2(1), 1994.
4. S. Grossberg, "Competitive Learning: from Interactive activation to adaptive resonance", Cognitive Science, 11, pp.23-96, 1978.
5. C. J. Merz, P. M. Murphy, UCI Repository of machine learning databases [http://www.ics.uci.edu/~mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science, 1998.
6. T. Kohonen, Self Organization and Associative Memory, 3rd ed. Berlin: Springer-Verlag, 1989.
7. K. Dimitar S. Manandhar, "Unsupervised learning of word segmentation rules with genetic algorithm and inductive logic programming", Machine Learning, Vol. 43, p. 121-162, 2001.
8. B. Malakooti, C. Raman, "Clustering and selection of multiple criteria alternatives using unsupervised and supervised neural network", Journal of Intelligent Manufacturing, Vol. 11, pp. 435-451, 2000.
9. S. Lawrence, C. Lee Giles, A. C. Tsoi and A. D. Back, "Face Recognition: A Convolutional Neural Network Approach", IEEE Transactions on Neural Networks, Vol. 8(1), pp.98-113, 1997.
10. K. P. Kording, K. Peter, "Supervised and unsupervised learning with two sites of synaptic integration", Journal of Computational Neuroscience, Vol. 11, pp. 207-215, 2001.
11. L. P. Wong, T. L. P. Alex, "Centroid Stability with KMean Fast Learning Artificial Neural Networks, International Joint Conference On Neural Network (IJCNN), 2003.
12. J. Hartigan, Clustering algorithms, New York: John Wiley & Sons, 1975.
13. S. Grossberg, "Adaptive pattern classification and universal recoding, Parallel development and coding of neural feature detector", biological Cybernet, vol 23, pp. 121-134, 1976.