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Volumn 39, Issue 8, 2011, Pages 1739-1745

Probabilistic neural network based on data field

Author keywords

Data field; Parzen window; Probabilistic neural network; Resampling

Indexed keywords

DATA FIELDS; GAUSSIANS; GENERALIZATION ACCURACY; INCREMENTAL COMPUTING; MAXIMUM DENSITY; PARZEN WINDOW; PROBABILISTIC DENSITY; PROBABILISTIC NEURAL NETWORKS; RESAMPLING; RESAMPLING TECHNIQUE; TRAINING SETS;

EID: 80053076429     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (10)

References (17)
  • 1
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • E Parzen. On estimation of a probability density function and mode[J]. Annals of Mathematical Statistics, 1962, 33(3): 1065-1076.
    • (1962) Annals of Mathematical Statistics , vol.33 , Issue.3 , pp. 1065-1076
    • Parzen, E.1
  • 2
    • 0025206332 scopus 로고
    • Probabilistic neural networks
    • D F Specht. Probabilistic neural networks[J]. Neural Networks, 1990, 2(1): 109-118.
    • (1990) Neural Networks , vol.2 , Issue.1 , pp. 109-118
    • Specht, D.F.1
  • 3
    • 85008484889 scopus 로고
    • Enhancements to probabilistic neural networks
    • Baltimore, MD
    • D F Specht. Enhancements to probabilistic neural networks[A]. In Proc IEEE Int Joint Conf on Neural Networks[C]. Baltimore, MD, 1992. 761-768.
    • (1992) Proc IEEE Int Joint Conf on Neural Networks , pp. 761-768
    • Specht, D.F.1
  • 4
    • 0026374269 scopus 로고
    • Generalization accuracy of probabilistic neural networks compared with back-propagation networks
    • Seattle
    • D F Specht, P D Shapiro. Generalization accuracy of probabilistic neural networks compared with back-propagation networks[A]. Proc of the Int'l Joint Conf on Neural Networks[C]. Seattle, 1991. 887-892.
    • (1991) Proc of the Int'l Joint Conf on Neural Networks , pp. 887-892
    • Specht, D.F.1    Shapiro, P.D.2
  • 6
    • 0026188751 scopus 로고
    • Learning vector quantization for the probabilistic neural network
    • P Burrascano. Learning vector quantization for the probabilistic neural network[J]. IEEE Trans on Neural Networks, 1991, 2(4): 458-461.
    • (1991) IEEE Trans on Neural Networks , vol.2 , Issue.4 , pp. 458-461
    • Burrascano, P.1
  • 7
    • 78149297014 scopus 로고    scopus 로고
    • A new supervised learning algorithm for probabilistic neural network
    • in Chinese
    • Cai Qu-lin, Liu Pu-yin. A new supervised learning algorithm for probabilistic neural network[J]. Fuzzy Systems and Mathematics, 2006, 20(6): 83-87.(in Chinese)
    • (2006) Fuzzy Systems and Mathematics , vol.20 , Issue.6 , pp. 83-87
    • Cai, Q.-L.1    Liu, P.-Y.2
  • 8
    • 33646350523 scopus 로고    scopus 로고
    • An hierarchical clustering method based on data fields
    • in Chinese
    • Gan Wen-yan, Li De-yi, Wang Jian-min. An hierarchical clustering method based on data fields[J]. Acta Electroniaca Sinica, 2006, 34(2): 258-262.(in Chinese)
    • (2006) Acta Electroniaca Sinica , vol.34 , Issue.2 , pp. 258-262
    • Gan, W.-Y.1    Li, D.-Y.2    Wang, J.-M.3
  • 9
    • 80053070264 scopus 로고    scopus 로고
    • Chinese source
    • 2005. 207-217.
    • (2005) , pp. 207-217
  • 10
    • 84931162639 scopus 로고
    • The condensed nearest neighbor rule
    • P E Hart. The condensed nearest neighbor rule[J]. IEEE Trans on Information Theory, 1968, 14(3): 515-516.
    • (1968) IEEE Trans on Information Theory , vol.14 , Issue.3 , pp. 515-516
    • Hart, P.E.1
  • 11
    • 38049107867 scopus 로고    scopus 로고
    • Training sample selection method for neural networks based on nearest neighbor rule
    • in Chinese
    • Hao Hong-wei, Jiang Rong-rong. Training sample selection method for neural networks based on nearest neighbor rule[J]. ACTA Automatica Sinica, 2007, 33(12): 1247-1251.(in Chinese)
    • (2007) ACTA Automatica Sinica , vol.33 , Issue.12 , pp. 1247-1251
    • Hao, H.-W.1    Jiang, R.-R.2
  • 12
    • 78149343558 scopus 로고    scopus 로고
    • Optimization of probabilistic neural networks based on center neighbor and KLT
    • Liverpool: World Academic Press
    • Qian Li-pu, Li Chun-fang, Zhang Yan-ping. Optimization of probabilistic neural networks based on center neighbor and KLT[A]. Proc of the Int'l Conf on Machine Learning and Cybernetics[C]. Liverpool: World Academic Press, 2010. 1447-1452.
    • (2010) Proc of the Int'l Conf on Machine Learning and Cybernetics , pp. 1447-1452
    • Qian, L.-P.1    Li, C.-F.2    Zhang, Y.-P.3
  • 13
    • 66349088053 scopus 로고    scopus 로고
    • Resampling methods and machine learning
    • in Chinese
    • Bi Hua, Liang Hong-li, Wang Jue. Resampling methods and machine learning[J]. Chinese Journal of Computers, 2009, 32(5): 862-877.(in Chinese)
    • (2009) Chinese Journal of Computers , vol.32 , Issue.5 , pp. 862-877
    • Bi, H.1    Liang, H.-L.2    Wang, J.3
  • 14
    • 28244448186 scopus 로고    scopus 로고
    • Tri-training: Exploiting unlabeled data using three classifiers
    • Zhou ZH, Li M. Tri-training: Exploiting unlabeled data using three classifiers[J]. IEEE Trans on Knowledge and Data Engineering, 2005, 17(11): 1529-1541.
    • (2005) IEEE Trans on Knowledge and Data Engineering , vol.17 , Issue.11 , pp. 1529-1541
    • Zhou, Z.1    Li, M.2
  • 15
    • 70349263704 scopus 로고    scopus 로고
    • Community discovery method in networks based on topological potential
    • in Chinese
    • Gan Wen-yan, He Nan, Li De-yi, Wang Jian-min. Community discovery method in networks based on topological potential[J]. Journal of Software, 2009, 20(8): 2241-2254.(in Chinese)
    • (2009) Journal of Software , vol.20 , Issue.8 , pp. 2241-2254
    • Gan, W.-Y.1    He, N.2    Li, D.-Y.3    Wang, J.-M.4
  • 16
    • 80053068788 scopus 로고    scopus 로고
    • The new explanation of membership degree in FCM and its applications
    • in Chinese
    • Fan Jiu-lun, Wu Cheng-mao. The new explanation of membership degree in FCM and its applications[J]. Acta Electroniaca Sinica, 2004, 34(2): 258-262.(in Chinese)
    • (2004) Acta Electroniaca Sinica , vol.34 , Issue.2 , pp. 258-262
    • Fan, J.-L.1    Wu, C.-M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.