Patents by Inventor Federico Castanedo Sotela

Federico Castanedo Sotela has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20150310336
    Abstract: Embodiments of the present disclosure may provide a platform configured to forecast customer churn in a telecommunication network. The platform may be configured to receive customer activity data. The platform may then compute features associated with the customer activity data. These features are then inputted into a machine learning model used for predicting customer churn. Finally, the platform may then provide a report indicating customer churn predictions. The platform may be trained in a training phase prior to entering a prediction phase. The platform may employ an ensemble of statistical machine learning classifiers. An ensemble of classifiers may comprise a set of classifiers whose individual decisions are combined to generate a final decision. An ensemble consistent with embodiments of the present disclosure may be composed by several supervised classification algorithms, including, but not limited to: random forest, neural networks, support vector machines, and logistic regression.
    Type: Application
    Filed: April 28, 2015
    Publication date: October 29, 2015
    Inventors: Federico Castanedo Sotela, Alfonso Vazquez Elvira