Percy E Rivera Salas

Title: Percy E Rivera Salas: Innovator in Machine Learning and Traffic Forecasting

Introduction

Percy E Rivera Salas is a notable inventor based in Rio de Janeiro, Brazil. He has made significant contributions to the fields of machine learning and traffic condition forecasting. With a total of 7 patents, his work focuses on innovative techniques that enhance the evaluation of classifiers and predict traffic conditions effectively.

Latest Patents

One of his latest patents is titled "Relevance decay for time-based evaluation of machine learning applications." This invention provides techniques for evaluating classifiers using time series measurement data. The method involves generating an input dataset with features extracted from the data, evaluating classifiers with predefined metrics, and selecting the best classifiers based on a time-based relevance decay function.

Another significant patent is "Traffic condition forecasting using matrix compression and deep neural networks." This invention utilizes a compressed origination-destination matrix to predict traffic conditions. The method includes training a deep neural network with past traffic observations and applying it to forecast future conditions between nodes in the matrix.

Career Highlights

Throughout his career, Percy has worked with prominent companies such as EMC IP Holding Company LLC and EMC Corporation. His experience in these organizations has contributed to his expertise in developing advanced technologies in machine learning and traffic forecasting.

Collaborations

Percy has collaborated with talented individuals in his field, including Diego Salomone Bruno and Angelo E M Ciarlini. These collaborations have fostered innovation and the exchange of ideas, further enhancing his contributions to technology.

Conclusion

Percy E Rivera Salas is a distinguished inventor whose work in machine learning and traffic forecasting has led to valuable patents and advancements in technology. His innovative approaches continue to influence the industry and pave the way for future developments.