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29th European Modeling and Simulation Symposium, EMSS 2017, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2017(1)
Proceedings - 13th IEEE International Conference on Ubiquitous Intelligence and Computing, 13th IEEE International Conference on Advanced and Trusted Computing, 16th IEEE International Conference on Scalable Computing and Communications, IEEE International Conference on Cloud and Big Data Computing, IEEE International Conference on Internet of People and IEEE Smart World Congress and Workshops, UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld 2016(1)
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Analysis of profitability through with the generation of lscenarios from a hybrid method between artificial neural network and monte carlo simulation
Conference ObjectAbstract: Business Intelligence analyze existing data, to create knowledge about environment, in this paper, tPalabras claves:Artificial Neural Network ANN, Business Intelligence BI, Decision Making, Internal Rate of Return IRR, Modified Internal Rate of Return MIRR., Monte Carlo simulation MCS, Net Present Value NPV, profitabilityAutores:D. Arce, Henry Bermeo, Hilda Castillo, Juan Pablo Bermeo Moyano, Santiago SerranoFuentes:scopusArtificial Neural Network and Monte Carlo Simulation in a Hybrid Method for Time Series Forecasting with Generation of L-Scenarios
Conference ObjectAbstract: Sometimes, there are time series segment, it is necessary to reconstruct information from the past,Palabras claves:Anova, ARMAX, autocorrelation, Chi-square test, Monte carlo simulation, neural networkAutores:Felipe Sanchez, Henry Bermeo, Henry Vinicio Bermeo Moyano, Hilda Castillo, Juan Pablo Bermeo Moyano, Juan Paúl Inga Ortega, Xavier ArmijosFuentes:rraaescopus