Jose Alejandro Avellaneda Gonzalez

  • Citations Per Year
Learn More
This paper shows a Self Organizing Neural Fuzzy System (SONFS) applied to Ecopetrol shares forecasting. This time series is interesting due to its volatility, becoming a complex problem for classical analysis. A statistical analysis of the residual is presented to verify its results. According to these results the model presents a good performance would(More)
This paper proposes an algorithm for creating rules of a fuzzy logic system using a neuro-fuzzy approach. The proposal is based on the results of Juang and Tsao who use a Fuzzy Neural Network (FNN) to generate rules and fuzzy sets from input data. A time series example is solved using our proposal, which is tested using statistical analysis of the residuals(More)
  • 1