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Volumn 13, Issue 1, 1996, Pages 31-45

An ART-based modular architecture for learning hierarchical clusterings

Author keywords

Adaptive resonance theory; Hierarchical clustering; Machine learning; Self organization; Zoo database

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; DATABASE SYSTEMS; HIERARCHICAL SYSTEMS; NEURAL NETWORKS; SELF ORGANIZING STORAGE;

EID: 0030245802     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/0925-2312(95)00077-1     Document Type: Article
Times cited : (25)

References (20)
  • 1
    • 0000051451 scopus 로고
    • Fusion ARTMAP: A neural network architecture for multi-channel data fusion and classification
    • [1] Y. Asfour, G.A. Carpenter, S. Grossberg and G. Lesher, Fusion ARTMAP: A neural network architecture for multi-channel data fusion and classification, in: Proc. World Congress on Neural Networks, vol. 2 (1993) 210-215.
    • (1993) Proc. World Congress on Neural Networks , vol.2 , pp. 210-215
    • Asfour, Y.1    Carpenter, G.A.2    Grossberg, S.3    Lesher, G.4
  • 2
    • 0028733540 scopus 로고
    • Hierarchical clustering with ART neural networks
    • IEEE Press
    • [2] G. Bartfai, Hierarchical clustering with ART neural networks, in: Proc. IEEE Int. Conf. on Neural Networks, vol. 2 (IEEE Press, 1994) 940-944.
    • (1994) Proc. IEEE Int. Conf. on Neural Networks , vol.2 , pp. 940-944
    • Bartfai, G.1
  • 3
    • 0021776661 scopus 로고
    • A massively parallel architecture for a self-organizing neural pattern recognition machine
    • [3] G.A. Carpenter and S. Grossberg, A massively parallel architecture for a self-organizing neural pattern recognition machine, Computer Vision, Graphics, and Image Processing, 37 (1987) 54-115.
    • (1987) Computer Vision, Graphics, and Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 4
    • 84973857317 scopus 로고
    • ART2: Self-organizing of stable category recognition codes for analog input patterns
    • Dec.
    • [4] G.A. Carpenter and S. Grossberg, ART2: Self-organizing of stable category recognition codes for analog input patterns, Applied Optics, 26(23) (Dec. 1987) 4919-4930.
    • (1987) Applied Optics , vol.26 , Issue.23 , pp. 4919-4930
    • Carpenter, G.A.1    Grossberg, S.2
  • 5
    • 0026923589 scopus 로고
    • Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • Sep.
    • [5] G.A. Carpenter, S. Grossberg, N. Markuzon, J.H. Reynolds and D.B. Rosen, Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps, IEEE Trans. Neural Networks 3(5) (Sep. 1992) 698-713.
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.5 , pp. 698-713
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4    Rosen, D.B.5
  • 6
    • 0025889915 scopus 로고
    • ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network
    • [6] G.A. Carpenter, S. Grossberg and J.H. Reynolds, ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks, 4 (1991) 565-588.
    • (1991) Neural Networks , vol.4 , pp. 565-588
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 7
    • 0026408256 scopus 로고
    • Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • [7] G.A. Carpenter, S. Grossberg and D.B. Rosen, Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system, Neural Networks, 4 (1991) 759-771.
    • (1991) Neural Networks , vol.4 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 10
    • 0016758101 scopus 로고
    • Cognitron: A self-organizing multilayered neural network
    • Nov.
    • [10] K. Fukushima, Cognitron: A self-organizing multilayered neural network, Biological Cybernetics 20(3/4) (Nov. 1975) 121-136.
    • (1975) Biological Cybernetics , vol.20 , Issue.3-4 , pp. 121-136
    • Fukushima, K.1
  • 11
    • 0023515080 scopus 로고
    • Counterpropagation networks
    • Dec.
    • [11] R. Hecht-Nielsen, Counterpropagation networks, Applied Optics 26(23) (Dec. 1987) 4979-4984.
    • (1987) Applied Optics , vol.26 , Issue.23 , pp. 4979-4984
    • Hecht-Nielsen, R.1
  • 12
    • 0011785446 scopus 로고
    • Neural pattern recognition on multichannel input representations
    • [12] K. Iizuka, Neural pattern recognition on multichannel input representations, in: Proc. World Congress on Neural Networks, vol. 4 (1993) 139-143.
    • (1993) Proc. World Congress on Neural Networks , vol.4 , pp. 139-143
    • Iizuka, K.1
  • 13
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • [13] T. Kohonen, Self-organized formation of topologically correct feature maps, Biological Cybernetics 43 (1982) 59-69.
    • (1982) Biological Cybernetics , vol.43 , pp. 59-69
    • Kohonen, T.1
  • 15
    • 0000473841 scopus 로고
    • ARTI and pattern clustering
    • D. Touretzky, G. Hinton and T. Sejnowski, eds., Morgan Kaufmann, San Mateo, CA
    • [15] B. Moore, ARTI and pattern clustering, in: D. Touretzky, G. Hinton and T. Sejnowski, eds., Proc. 1988 Connectionist Models Summer School (Morgan Kaufmann, San Mateo, CA, 1989) 174-185.
    • (1989) Proc. 1988 Connectionist Models Summer School , pp. 174-185
    • Moore, B.1
  • 16
    • 0003408496 scopus 로고
    • Technical report, Department of Information and Computer Science, University of California, Irvine, CA
    • [16] P.M. Murphy and D.W. Aha, UCI repository of machine learning databases [http://www.ics.uci. edu/~mlearn/MLRepository.html] Technical report, Department of Information and Computer Science, University of California, Irvine, CA, 1994.
    • (1994) UCI Repository of Machine Learning Databases
    • Murphy, P.M.1    Aha, D.W.2
  • 17
    • 0002399288 scopus 로고
    • Neural networks, principal components, and subspaces
    • [17] E. Oja, Neural networks, principal components, and subspaces, Int. J. Neural Systems, 1 (1989) 61-68.
    • (1989) Int. J. Neural Systems , vol.1 , pp. 61-68
    • Oja, E.1
  • 19
  • 20
    • 0029009071 scopus 로고
    • Adaptive resonance associative map
    • [20] A.-H. Tan, Adaptive resonance associative map, Neural Networks 8 (1995) 437-446.
    • (1995) Neural Networks , vol.8 , pp. 437-446
    • Tan, A.-H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.