메뉴 건너뛰기




Volumn 15, Issue 2, 2004, Pages 245-260

Dynamics of projective adaptive resonance theory model: The foundation of PART algorithm

Author keywords

Data clustering; Differential equations; Learning and adaptive systems; Neural networks; Pattern recognition

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; DIFFERENTIAL EQUATIONS; LEARNING SYSTEMS; MATHEMATICAL MODELS; PATTERN RECOGNITION; PERTURBATION TECHNIQUES; THEOREM PROVING;

EID: 2442443105     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2004.824261     Document Type: Article
Times cited : (51)

References (27)
  • 2
    • 0032090765 scopus 로고    scopus 로고
    • Automatic subspace clustering of high dimensional data for data mining applications
    • R. Agrawal, J. Jehrke, D. Gunopilos, and P. Raghavan, "Automatic subspace clustering of high dimensional data for data mining applications," in SIGMOD'98, 1998, pp. 94-105.
    • SIGMOD'98, 1998 , pp. 94-105
    • Agrawal, R.1    Jehrke, J.2    Gunopilos, D.3    Raghavan, P.4
  • 4
    • 0036120047 scopus 로고    scopus 로고
    • Projective ART for clustering data sets in high dimensional spaces
    • Y. Cao and J. Wu, "Projective ART for clustering data sets in high dimensional spaces," Neural Networks, vol. 15, pp. 105-120, 2002.
    • (2002) Neural Networks , vol.15 , pp. 105-120
    • Cao, Y.1    Wu, J.2
  • 5
    • 0031277463 scopus 로고    scopus 로고
    • Distributed learning, recognition, and prediction by ART and ARTMAP neural networks
    • G. A. Carpenter, "Distributed learning, recognition, and prediction by ART and ARTMAP neural networks," Neural Networks, vol. 10, pp. 1473-1494, 1997.
    • (1997) Neural Networks , vol.10 , pp. 1473-1494
    • Carpenter, G.A.1
  • 6
    • 0032123427 scopus 로고    scopus 로고
    • Distributed ARTMAP: A neural network for fast distributed supervised learning
    • G. A. Carpenter, B. L. Milenova, and B. W. Noeske, "Distributed ARTMAP: A neural network for fast distributed supervised learning," Neural Networks, vol. 11, pp. 793-813, 1998.
    • (1998) Neural Networks , vol.11 , pp. 793-813
    • Carpenter, G.A.1    Milenova, B.L.2    Noeske, B.W.3
  • 7
    • 0021776661 scopus 로고
    • A massively parallel architecture for a self-organizing neural pattern recognition machine
    • G. A. Carpenter and S. Grossberg, "A massively parallel architecture for a self-organizing neural pattern recognition machine," Comput. Vision, Graphics, Image Processing, vol. 37, pp. 54-115, 1987.
    • (1987) Comput. Vision, Graphics, Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 8
    • 84973857317 scopus 로고
    • ART2: Self-organization of stable category recognition codes for analog input patterns
    • ____, "ART2: Self-organization of stable category recognition codes for analog input patterns," Appl. Opt., vol. 26, pp. 4919-4930, 1987.
    • (1987) Appl. Opt. , vol.26 , pp. 4919-4930
    • Carpenter, G.A.1    Grossberg, S.2
  • 9
    • 0025235219 scopus 로고
    • ART3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures
    • ____, "ART3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures," Neural Networks, vol. 3, pp. 129-152, 1990.
    • (1990) Neural Networks , vol.3 , pp. 129-152
    • Carpenter, G.A.1    Grossberg, S.2
  • 10
    • 0025889915 scopus 로고
    • ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network
    • 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, vol. 4, pp. 565-588, 1991.
    • (1991) Neural Networks , vol.4 , pp. 565-588
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 11
    • 0025786440 scopus 로고
    • ART2-A: An adaptive resonance algorithm for rapid category learning and recognition
    • G. A. Carpenter, S. Grossberg, and D. B. Rosen, "ART2-A: An adaptive resonance algorithm for rapid category learning and recognition," Neural Networks, vol. 4, pp. 493-504, 1991.
    • (1991) Neural Networks , vol.4 , pp. 493-504
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 12
    • 0026408256 scopus 로고
    • Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • ____, "Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system," Neural Networks, vol. 4, pp. 759-771, 1991.
    • (1991) Neural Networks , vol.4 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 13
    • 0026923589 scopus 로고
    • Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • June
    • 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, pp. 698-713, June 1992.
    • (1992) IEEE Trans. Neural Networks , pp. 698-713
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4    Rosen, D.B.5
  • 17
    • 0017120827 scopus 로고
    • Adaptive pattern classification and universal recoding, I: Parallel development and coding of neural feature detectors
    • S. Grossberg, "Adaptive pattern classification and universal recoding, I: Parallel development and coding of neural feature detectors," Biological Cybernetics, vol. 23, pp. 121-134, 1976.
    • (1976) Biological Cybernetics , vol.23 , pp. 121-134
    • Grossberg, S.1
  • 18
    • 0017083148 scopus 로고
    • Adaptive pattern classification and universal recoding, II: Feedback, expectation, olfaction, and illusions
    • ____, "Adaptive pattern classification and universal recoding, II: Feedback, expectation, olfaction, and illusions," Biological Cybernetics, vol. 23, pp. 187-202, 1976.
    • (1976) Biological Cybernetics , vol.23 , pp. 187-202
    • Grossberg, S.1
  • 20
    • 0000008146 scopus 로고
    • Comparing partitions
    • L. Hubert and P. Arabie, "Comparing partitions," J. Classification, vol. 2, pp. 193-218, 1985.
    • (1985) J. Classification , vol.2 , pp. 193-218
    • Hubert, L.1    Arabie, P.2
  • 24
    • 0003136237 scopus 로고    scopus 로고
    • Efficient and effective clustering methods for spatial data mining
    • R. T. Ng and J. Han, "Efficient and effective clustering methods for spatial data mining," in Proc. 20th VLDB Conf., Santiago, Chile, 1994, pp. 144-155.
    • Proc. 20th VLDB Conf., Santiago, Chile, 1994 , pp. 144-155
    • Ng, R.T.1    Han, J.2
  • 25
    • 22044455069 scopus 로고    scopus 로고
    • Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications
    • J. Sander, M. Ester, H.-P. Kriegel, and X. Xu, "Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications," Data Mining and Knowledge Discovery, vol. 2, pp. 169-194, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 169-194
    • Sander, J.1    Ester, M.2    Kriegel, H.-P.3    Xu, X.4
  • 26
    • 0030198885 scopus 로고    scopus 로고
    • Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps
    • J. R. Williamson, "Gaussian ARTMAP: A neural network for fast incremental learning of noisy multidimensional maps," Neural Networks, vol. 9, pp. 881-897, 1996.
    • (1996) Neural Networks , vol.9 , pp. 881-897
    • Williamson, J.R.1
  • 27
    • 0030157145 scopus 로고    scopus 로고
    • BIRCH: An efficient data clustering method for very large databases
    • T. Zhang, R. Ramakrishnan, and M. Livny, "BIRCH: An efficient data clustering method for very large databases," Proc. SIGMOD'96, pp. 103-114, 1996.
    • (1996) Proc. SIGMOD'96 , pp. 103-114
    • Zhang, T.1    Ramakrishnan, R.2    Livny, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.