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Volumn , Issue , 2004, Pages 149-155

Robust Neural Gas for the analysis of data with outliers

Author keywords

Artificial Neural Networks; Data Mining; Neural Gas; Robust Learning Algorithm

Indexed keywords

HIGH DIMENSIONAL CLUSTERS; NEURAL GAS (NG); PROTOTYPES; ROBUST LEARNING ALGORITHM;

EID: 21644439480     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/QEST.2004.18     Document Type: Conference Paper
Times cited : (3)

References (14)
  • 1
    • 23044533920 scopus 로고    scopus 로고
    • Robust estimator for the learning process in neural networks applied in time series
    • H. Allende, C. Moraga, and R. Salas. Robust estimator for the learning process in neural networks applied in time series. ICANN. LNCS, 2415:1080-1086, 2002.
    • (2002) ICANN. LNCS , vol.2415 , pp. 1080-1086
    • Allende, H.1    Moraga, C.2    Salas, R.3
  • 3
    • 0026436795 scopus 로고
    • Self-organizing maps: Ordering, convergence properties and energy functions
    • E. Erwin, K. Obermayer, and K. Schulten. Self-organizing maps: ordering, convergence properties and energy functions. Biological Cybernetics, 67:47-55, 1992.
    • (1992) Biological Cybernetics , vol.67 , pp. 47-55
    • Erwin, E.1    Obermayer, K.2    Schulten, K.3
  • 5
    • 0004262735 scopus 로고
    • Wiley Series in probability and mathematical statistics
    • P. J. Huber. Robust Statistics. Wiley Series in probability and mathematical statistics, 1981.
    • (1981) Robust Statistics
    • Huber, P.J.1
  • 6
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen. The self-organizing map. In Proceedings of the IEEE, volume 78, pages 1464-1480, 1990.
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 8
    • 0000684645 scopus 로고
    • Breast cancer diagnosis and prognosis via linear programming
    • July-August
    • O. Mangasarian, W. Street, and W. Wolberg. Breast cancer diagnosis and prognosis via linear programming. Operations Research, 43(4):570-577, July-August 1995.
    • (1995) Operations Research , vol.43 , Issue.4 , pp. 570-577
    • Mangasarian, O.1    Street, W.2    Wolberg, W.3
  • 9
    • 0027632248 scopus 로고
    • Neuralgas network for vector quantization and its application to time-series prediction
    • July
    • T. Martinetz, S. Berkovich, and K. Schulten. Neuralgas network for vector quantization and its application to time-series prediction. IEEE Trans. on Neural Networks, 4(4):558-568, July 1993.
    • (1993) IEEE Trans. on Neural Networks , vol.4 , Issue.4 , pp. 558-568
    • Martinetz, T.1    Berkovich, S.2    Schulten, K.3
  • 12
    • 0031270961 scopus 로고    scopus 로고
    • Sammon's mapping using neural networks: A comparision
    • D. Ridder and R. Duin. Sammon's mapping using neural networks: a comparision. Pattern Recognition Letters, 18:1307-1316, 1997.
    • (1997) Pattern Recognition Letters , vol.18 , pp. 1307-1316
    • Ridder, D.1    Duin, R.2
  • 13
    • 0034187077 scopus 로고    scopus 로고
    • Fast self-organizing feature map algorithm
    • May
    • M. Su and H. Chang. Fast self-organizing feature map algorithm. IEEE Trans. on Neural Networks, 11(3):721-733, May 2000.
    • (2000) IEEE Trans. on Neural Networks , vol.11 , Issue.3 , pp. 721-733
    • Su, M.1    Chang, H.2
  • 14
    • 21644462102 scopus 로고    scopus 로고
    • Robust expectation maximization learning algorithm for mixture of experts
    • R. Torres, R. Salas, H. Allende, and C. Moraga. Robust expectation maximization learning algorithm for mixture of experts. IWANN. LNCS, 2686:238-245, 2003.
    • (2003) IWANN. LNCS , vol.2686 , pp. 238-245
    • Torres, R.1    Salas, R.2    Allende, H.3    Moraga, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.