id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ijassa-503	Polozova, Yuliya; Saraev, Pavel	Interval-valued data forecasting using dual-parametric neural networks	2017	7	.pdf	application/pdf	3236	185	60	The INNs can be used for the following reasons: • initial data are sometimes presented in the form of interval values rather than single- point ones; • training data sets are reduced in size due to the use of clustering analysis; • INNs allow for making reliable accuracy estimates of calculation results. For the purpose of training the DPNN, it was proposed in previous research to use an algorithm combining the interval BP method and the global optimization algorithm for interval values.	cache/ijassa-503.pdf	txt/ijassa-503.txt