000			02492nam a2200277 a 4500
001			vtls003124707
003			MY-SjTCS
005			20200226113250.0
008			110218s2007 nyua b 001 0 eng d
020			_a9780387717197 (hbk.)
020			_a0387717196 (hbk.)
039		9	_a201102181757 _bVLOAD _c200812151459 _dpushpa _c200811261530 _dradtha _c200811261514 _dradtha _y200809191425 _zmeena
082	0	4	_a006.32 _bYUL
100	1		_aYu, Lean. _931485
245	1	0	_aForeign-exchange-rate forecasting with artificial neural networks / _cLean Yu, Shouyang Wang, Kin Keung Lai
260			_aNew York : _bSpringer, _cc2007.
300			_axxiii, 313 p. : _bill. ; _c25 cm.
440		0	_aInternational series in operations research & management science ; _vv. 107 _926712
504			_aIncludes bibliographical references (p. [291]-310) and index
505	0		_aAre foreign exchange rates predictable? A literature review from artificial neural networks perspective.- Basic principles of ANN - Data preparation in neural network data analysis.- Forecasting foreign exchange rates using an adaptive back-propagation algorithm with optimal learning rate and momentum factors - An online BP learning algorithm with adaptive forgetting factors for foreign exchange rate forecasting.- An improved BP algorithm with adaptive smoothing momentum terms for foreign exchange rate prediction.- Hybridizing BPNN and exponential smoothing for foreign exchange rate prediction.- A nonlinear combined model integrating ANN and GLAR for exchange rates forecasting.- A hybrid GA-based SVM model for foreign exchange market trends exploration.- Forecasting foreign exchange rates with a multistage neural network ensemble model.- Neural networks meta-learning for foreign exchange rate ensemble forecasting - Predicting foreign exchange market movement direction using a confidence-based neural network ensemble model - Foreign exchange rates forecasting with multiple candidate models: selecting or combining?.- Developing an intelligent Forex rolling forecasting and trading decision support system I: conceptual framework, modeling techniques and system implementations - Developing an intelligent Forex rolling forecasting and trading decision support system II-An empirical and comprehensive assessment.
650		0	_aForeign exchange rates _xForecasting
650		0	_aNeural networks (Computer science) _96921
700	1		_aWang, Shouyang _931486
700	1		_aLai, Kin Keung _931489
920			_aENG : 32866
999			_c106173 _d106173