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Volumn 5064 LNAI, Issue , 2008, Pages 66-77

Supervised incremental learning with the fuzzy ARTMAP neural network

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; DATA STRUCTURES; EDUCATION; FEATURE EXTRACTION; IMAGE CLASSIFICATION; LEARNING SYSTEMS; NETWORK PROTOCOLS; PATTERN RECOGNITION; SENSOR NETWORKS; TECHNICAL PRESENTATIONS; VEGETATION;

EID: 54249084467     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-69939-2_7     Document Type: Conference Paper
Times cited : (8)

References (14)
  • 1
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    • A Massively Parallel Architecture for a Self-Organizing. Neural Pattern Recognition Machine
    • Carpenter, G.A., Grossberg, S.: A Massively Parallel Architecture for a Self-Organizing. Neural Pattern Recognition Machine, Computer, Vision, Graphics and Image Processing 37, 54-115 (1987)
    • (1987) Computer, Vision, Graphics and Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 2
    • 0025889915 scopus 로고
    • ARTMAP: Supervised Real-Time Learning and Classification of Nonstationary Data by a SONN
    • Carpenter, G.A., Grossberg, S., Reynolds, J.H.: ARTMAP: Supervised Real-Time Learning and Classification of Nonstationary Data by a SONN. Neural Networks 4, 565-588 (1991)
    • (1991) Neural Networks , vol.4 , pp. 565-588
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 3
    • 0026408256 scopus 로고
    • Fuzzy ART: Fast Stable Learning and Categorization of Analog Patterns by an Adaptive Resonance System
    • Carpenter, G.A., Grossberg, S., Rosen, D.B.: Fuzzy ART: Fast Stable Learning and Categorization of Analog Patterns by an Adaptive Resonance System. Neural Networks 4(6), 759-771 (1991)
    • (1991) Neural Networks , vol.4 , Issue.6 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 4
    • 0026923589 scopus 로고
    • D.B.: Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps
    • Carpenter, G.A., Grossberg, S., Markuzon, N., Reynolds, J.H., Reynolds, Rosen, D.B.: Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps. IEEE Trans. on Neural Networks 3(5), 698-713 (1992)
    • (1992) IEEE Trans. on Neural Networks , vol.3 , Issue.5 , pp. 698-713
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4    Reynolds, R.5
  • 5
    • 0012255043 scopus 로고    scopus 로고
    • Towards a Theoretical Framework for Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources
    • Springer, Berlin
    • Caragea, D., Silvescu, A., Honavar, V.: Towards a Theoretical Framework for Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources. In: Emerging Neural Architectures Based on Neuroscience. Springer, Berlin (2001)
    • (2001) Emerging Neural Architectures Based on Neuroscience
    • Caragea, D.1    Silvescu, A.2    Honavar, V.3
  • 8
    • 45949099157 scopus 로고    scopus 로고
    • Supervised Learning of Fuzzy ARTMAP Neural Networks Through Particle Swarm Optimization
    • Granger, E., Henniges, P., Sabourin, R., Oliveira, L.S.: Supervised Learning of Fuzzy ARTMAP Neural Networks Through Particle Swarm Optimization. J. of Pattern Recognition Research 2(1), 27-60 (2007)
    • (2007) J. of Pattern Recognition Research , vol.2 , Issue.1 , pp. 27-60
    • Granger, E.1    Henniges, P.2    Sabourin, R.3    Oliveira, L.S.4
  • 9
    • 0035670764 scopus 로고    scopus 로고
    • Evolving Fuzzy Neural Networks for Supervised/Unsupervised Online Knowledge-Based Learning
    • Kasabov, N.: Evolving Fuzzy Neural Networks for Supervised/Unsupervised Online Knowledge-Based Learning. IEEE Trans. on Systems, Man, and Cybernetics 31(6), 902-918 (2001)
    • (2001) IEEE Trans. on Systems, Man, and Cybernetics , vol.31 , Issue.6 , pp. 902-918
    • Kasabov, N.1
  • 10
    • 54249105667 scopus 로고    scopus 로고
    • Maloof, M.: Incremental Rule Learning with Partial Instance Memory for Changing Concept. In: Proc. of the IEEE Int'l Joint Conf. on Neural Networks, 14(1), pp. 1-14 (2003)
    • Maloof, M.: Incremental Rule Learning with Partial Instance Memory for Changing Concept. In: Proc. of the IEEE Int'l Joint Conf. on Neural Networks, vol. 14(1), pp. 1-14 (2003)
  • 11
    • 0141684917 scopus 로고    scopus 로고
    • A Fast Incremental Learning Algorithm with Long-Term Memory
    • Portland, USA, July 20-24
    • Okamoto, K., Ozawa, S., Abe, S.: A Fast Incremental Learning Algorithm with Long-Term Memory. In: Proc. Int'l Joint Conf. on Neural Network, Portland, USA, July 20-24, vol. 1(1), pp. 102-107 (2003)
    • (2003) Proc. Int'l Joint Conf. on Neural Network , vol.1 , Issue.1 , pp. 102-107
    • Okamoto, K.1    Ozawa, S.2    Abe, S.3
  • 13
    • 78149303576 scopus 로고    scopus 로고
    • Incremental Learning with Support Vector Machines
    • San Jose, USA, November 29, December 2, pp
    • Ruping, S.: Incremental Learning with Support Vector Machines. In: Proc. IEEE Int'l Conf. on Data Mining, San Jose, USA, November 29 - December 2, pp. 641-642 (2001)
    • (2001) Proc. IEEE Int'l Conf. on Data Mining , pp. 641-642
    • Ruping, S.1
  • 14
    • 29144474463 scopus 로고    scopus 로고
    • An Experimental Bias-Variance Analysis of SVM Ensembles Based on Resampling Techniques
    • Valentini, G.: An Experimental Bias-Variance Analysis of SVM Ensembles Based on Resampling Techniques. IEEE Trans. Systems, Man, and Cybernetics - Part B: Cybernetics 35(6), 1252-1271 (2005)
    • (2005) IEEE Trans. Systems, Man, and Cybernetics - Part B: Cybernetics , vol.35 , Issue.6 , pp. 1252-1271
    • Valentini, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.