Beiwen Guo

Title: Innovations of Beiwen Guo

Introduction

Beiwen Guo is an accomplished inventor based in Redwood City, California. He has made significant contributions to the field of machine learning and data analysis. His innovative work focuses on developing systems that enhance prognostic surveillance techniques.

Latest Patents

Beiwen Guo holds a patent for an "Automatic data-screening framework and preprocessing pipeline to support ML-based prognostic surveillance." This patent describes a system that automatically selects a prognostic-surveillance technique to analyze a set of time-series signals. The system is designed to receive time-series signals from sensors in a monitored system. It determines whether the signals are univariate or multivariate. If the signals are multivariate, the system checks for cross-correlations among them. If cross-correlations exist, it performs prognostic-surveillance operations based on that analysis. Conversely, if the signals are univariate, the system analyzes serial correlations for the univariate time-series signal.

Career Highlights

Beiwen Guo is currently employed at Oracle International Corporation, where he continues to innovate and develop advanced technologies. His work at Oracle has allowed him to collaborate with other talented professionals in the field.

Collaborations

Some of his notable coworkers include Kenny C Gross and Aakash K Chotrani. Their collaboration has contributed to the advancement of projects within the company.

Conclusion

Beiwen Guo's contributions to machine learning and data analysis through his patent demonstrate his innovative spirit and commitment to advancing technology. His work at Oracle International Corporation continues to impact the field positively.