Extreme learning machine

Huang, G.B., Zhu, Q.Y. and Siew, C.K., 2004. Extreme learning machine a new learning scheme of feedforward neural networks. Proceedings of the International Joint... 

Zhang, R., Lan, Y, Huang, G.B. and Xu, Z.B., 2012. Universal approximation of extreme learning machine with adaptive growth of hidden nodes. IEEE Transactions on Neural Networks and Learning Systems, 23 (2), 365-371. 

Intelligent sales forecasting for fashion retailing using harmony search algorithms and extreme learning machines... 

Key words fashion sales forecasting, harmony search, neural network, extreme learning machine. 

Sun, Z., Choi, T, Au, K. and Yu, Y, 2008. Sales forecasting using extreme learning machine with applications in fashion retailing. Decision Support Systems, 46(1), 411-419. 

Wong, W.K., Guo, Z.X., 2010. A hybrid inteUigent model for medium-term sales forecasting in fashion retail supply chains using extreme learning machine and harmony search algorithm. Int. J. Prod. Econ. 128, 614-624. 

Hybrid Multilayered Perceptron Network Trained by Modified Recursive Prediction Error-Extreme Learning Machine for Tuberculosis Bacilli Detection... 

The Extreme Learning Machine (ELM) was proposed by Huang et al. [14] to train a SLFNN. The method was reported to produce better generalization performance and able to overcome the problem of slow training of the gradient-based learning algorithm in SLFNN. 

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