Enhanced random search based incremental extreme learning machine
作者： Guang-Bin Huang , Lei Chen
DOI: 10.1016/J.NEUCOM.2007.10.008
关键词:
摘要: Recently an incremental algorithm referred to as incremental extreme learning machine (I-ELM) was proposed by Huang et al. [G.-B. Huang, L. Chen, C.-K. Siew, Universal …
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sci-hub.se 参考文章(26)
Hai-Jun Rong, Paramasivan Saratchandran, Guang-Bin Huang, Nan-Ying Liang, Narasimhan Sundararajan, On-Line Sequential Extreme Learning Machine computational intelligence. pp. 232- 237 ,(2005)
Halbert White, Approximate Nonlinear Forecasting Methods Research Papers in Economics. ,vol. 1, pp. 459- 512 ,(2006)
Y. Shin, J. Ghosh, Approximation of multivariate functions using ridge polynomial networks international joint conference on neural network. ,vol. 2, pp. 380- 385 ,(1992) , 10.1109/IJCNN.1992.226958
I. Daubechies, The wavelet transform, time-frequency localization and signal analysis IEEE Transactions on Information Theory. ,vol. 36, pp. 961- 1005 ,(1990) , 10.1109/18.57199
White, An additional hidden unit test for neglected nonlinearity in multilayer feedforward networks international joint conference on neural network. pp. 451- 455 ,(1989) , 10.1109/IJCNN.1989.118281
Guang-Bin Huang, Ming-Bin Li, Lei Chen, Chee-Kheong Siew, Incremental extreme learning machine with fully complex hidden nodes Neurocomputing. ,vol. 71, pp. 576- 583 ,(2008) , 10.1016/J.NEUCOM.2007.07.025
C. Lee Giles, Tom Maxwell, Learning, invariance, and generalization in high-order neural networks Applied Optics. ,vol. 26, pp. 4972- 4978 ,(1987) , 10.1364/AO.26.004972
Fei Han, De-Shuang Huang, Improved extreme learning machine for function approximation by encoding a priori information Neurocomputing. ,vol. 69, pp. 2369- 2373 ,(2006) , 10.1016/J.NEUCOM.2006.02.013
C. L. Blake, UCI Repository of machine learning databases www.ics.uci.edu/〜mlearn/MLRepository.html. ,(1998)
Ingrid Daubechies, Orthonormal bases of compactly supported wavelets Communications on Pure and Applied Mathematics. ,vol. 41, pp. 909- 996 ,(1988) , 10.1002/CPA.3160410705