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Semantic Traffic-Aware Routing Using the LarKC Platform
Found in: IEEE Internet Computing
By Emanuele Della Valle,Irene Celino,Daniele Dell'Aglio,Ralph Grothmann,Florian Steinke,Volker Tresp
Issue Date:November 2011
pp. 15-23
The popularity of location-based services and automotive navigation systems calls for a new generation of intelligent solutions to support users in mobility. This article presents a traffic-aware semantic routing service for mobile users based on the Large...
Forecasting of clustered time series with recurrent neural networks and a fuzzy clustering scheme
Found in: Neural Networks, IEEE - INNS - ENNS International Joint Conference on
By Hans Georg Seedig, Ralph Grothmann, Thomas A. Runkler
Issue Date:June 2009
pp. 2846-2853
Fuzzy c-neural network models (FCNNM) combine clustering techniques with advanced neural networks for time series modeling in order to make predictions for a possibly large set of time series using only a small number of models. Given a set of time series,...