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Learning with Generalization Capability by Kernel Methods of Bounded Complexity

  1. 1.
    Kůrková, Věra - Sanguineti, M.
    Learning with Generalization Capability by Kernel Methods of Bounded Complexity.
    Journal of Complexity. Roč. 21, č. 3 (2005), s. 350-367. ISSN 0885-064X. E-ISSN 1090-2708
    Impact factor: 1.186, year: 2005
    http://hdl.handle.net/11104/0125406

    Cited: 11

    --- NERUDA, R. - VIDNEROVA, P. Supervised Learning Errors by Radial Basis Function Neural Networks and Regularization Networks. 2008 SECOND INTERNATIONAL CONFERENCE ON FUTURE GENERATION COMMUNICATION AND NETWORKING SYMPOSIA, VOLS 1-5, PROCEEDINGS. 2008, p. 360-363. [WOS]
    --- ZWICKNAGL, B. Power Series Kernels. CONSTRUCTIVE APPROXIMATION. ISSN 0176-4276, FEB 2009, vol. 29, no. 1, p. 61-84. [WOS]
    --- VIDNEROVA, P. - NERUDA, R. Hybrid Learning of Regularization Neural Networks. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT II. ISSN 0302-9743, 2010, vol. 6114, p. 124-131. [WOS]
    --- STROFFEK, J. - MARSALEK, P. Short-term potentiation effect on pattern recall in sparsely coded neural network. NEUROCOMPUTING. ISSN 0925-2312, FEB 1 2012, vol. 77, no. 1, p. 108-113. [WOS]
    --- ALESSANDRI, A. - CERVELLERA, C. - MACCIO, D. - SANGUINETI, A. Design of parameterized state observers and controllers for a class of nonlinear continuous-time systems. PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14. ISSN 0191-2216, 2006, p. 5388-5393. [WOS]
    --- MA, J.Y. - ZHAO, J. - TIAN, J.W. - BAI, X. - TU, Z.W. Regularized vector field learning with sparse approximation for mismatch removal. PATTERN RECOGNITION. ISSN 0031-3203, DEC 2013, vol. 46, no. 12, p. 3519-3532. [WOS]
    --- COUFAL, D. Radial fuzzy systems. FUZZY SETS AND SYSTEMS. ISSN 0165-0114, JUL 15 2017, vol. 319, p. 1-27. [WOS]
    --- KOU, J.Q. - ZHANG, W.W. An approach to enhance the generalization capability of nonlinear aerodynamic reduced-order models. AEROSPACE SCIENCE AND TECHNOLOGY. ISSN 1270-9638, FEB 2016, vol. 49, p. 197-208. [WOS]
    --- HONEINE, P. Analyzing Sparse Dictionaries for Online Learning With Kernels. IEEE TRANSACTIONS ON SIGNAL PROCESSING. ISSN 1053-587X, DEC 1 2015, vol. 63, no. 23, p. 6343-6353. [WOS]
    --- KOU, J.Q. - ZHANG, W.W. Reduced-Order Modeling for Nonlinear Aeroelasticity with Varying Mach Numbers. JOURNAL OF AEROSPACE ENGINEERING. ISSN 0893-1321, NOV 2018, vol. 31, no. 6. [WOS]
    --- GRIGORYEVA, L. - ORTEGA, J.P. Universal discrete-time reservoir computers with stochastic inputs and linear readouts using non-homogeneous state-affine systems. JOURNAL OF MACHINE LEARNING RESEARCH. ISSN 1532-4435, 2018, vol. 19. [WOS]

Number of the records: 1  

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