This inventor holds 1 USPTO granted patent. Top assignee: General Electric Company. Active years: 2020.
Company Filing History:
Years Active: 2020
Title: Xiahui Hu: Innovator in Kernel Regression Model Building
Introduction
Xiahui Hu is a notable inventor based in Foxborough, MA (US). He has made significant contributions to the field of data processing and machine learning. His innovative work focuses on enhancing the efficiency of kernel regression model building through advanced algorithms.
Latest Patents
Xiahui Hu holds a patent for an "Apparatus and method for screening data for kernel regression model building." This invention involves receiving raw data from an industrial machine equipped with sensors. The sensors transmit this data to a central processing center, where an unsupervised kernel-based algorithm is recursively applied. This algorithm effectively learns the characteristics of the raw data and determines a class of acceptable data, ensuring that the data reflects healthy machine operation. The process of refining acceptable data continues until a specific condition is met.
Career Highlights
Xiahui Hu is currently employed at General Electric Company, where he applies his expertise in data analysis and machine learning. His work contributes to the development of innovative solutions that enhance industrial operations and data reliability.
Collaborations
Xiahui collaborates with talented coworkers, including Abhinav Saxena and Shaddy Abado. Their combined efforts foster a creative environment that drives innovation within their projects.
Conclusion
Xiahui Hu's contributions to kernel regression model building exemplify the impact of innovative thinking in data processing. His patent and work at General Electric Company highlight his commitment to advancing technology in industrial applications.