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Silva, Jesus ; Senior Naveda, Alexa ; García Guliany, Jesús ; Niebles Nú?z, William ; Hernández Palma, Hugo | Institute of Physics Publishing | 2020-07-02T16:24:49ZTraditional forecasting models have been widely used for decision-making in production, finance and energy. Such is the case of the ARIMA models, developed in the 1970s by George Box and Gwilym Jenkins [1], which incorporate characteristics of t[...]texto impreso
Silva, Jesus ; Senior Naveda, Alexa ; Gamboa Suarez, Ramiro ; Hernández Palma, Hugo ; Niebles Nú?z, William | Institute of Physics Publishing | 2020-07-02T18:00:08ZThere is a fast increase of information and data generation in virtual environments due to microblogging sites such as Twitter, a social network that produces an average of 8, 000 tweets per second, and up to 550 million tweets per day. That's w[...]texto impreso
Silva, Jesus ; Senior Naveda, Alexa ; Solórzano Movilla, José ; Niebles Nú?z, William ; Hernández Palma, Hugo | Institute of Physics Publishing | 2020-07-02T16:42:22ZThis article introduces a n-gram-based approach to automatic classification of Web services using a multilayer perceptron-type artificial neural network. Web services contain information that is useful for achieving a classification based on its[...]texto impreso
Silva, Jesus ; Senior Naveda, Alexa ; Hernández Palma, Hugo ; Niebles Nú?z, William ; Niebles Nú?z, Leonardo | Institute of Physics Publishing | 2020-06-30T21:57:26ZIn the new global and local scenario, the advent of intelligent distribution networks or Smart Grids allows real-time collection of data on the operating status of the electricity grid. Based on this availability of data, it is feasible and conv[...]
