Πλοήγηση ανά Συγγραφέα "Dova, Stergiani"
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Τεκμήριο A Recurrent Neural Network–based Forecasting System for Telecommunications Call Volume(2013-09-01) Mastorocostas, Paris; Hilas, Constantinos; Varsamis, Dimitris; Dova, StergianiA recurrent neural network–based forecasting system for telecommunications call volume is proposed in this work. In particular, the forecaster is a Block–Diagonal Recurrent Neural Network with internal feedback. Model’s performance is evaluated by use of real–world telecommunications data, where an extensive comparative analysis with a series of existing forecasters is conducted, including both traditional models as well as neural and fuzzy approaches.