Company Filing History:
Years Active: 2019
Title: Pu Wang: Innovator in Data Prediction Technologies
Introduction
Pu Wang is a notable inventor based in Charlotte, NC (US), recognized for his contributions to data prediction technologies. With a total of 3 patents, he has made significant strides in improving the accuracy of predictions through innovative methodologies.
Latest Patents
One of Pu Wang's latest patents focuses on improving accuracy of predictions using seasonal relationships of time series data. This patent outlines systems and methods for performing data mining and statistical learning techniques on large datasets. Specifically, it details linear regression using safe screening techniques, which involve receiving multiple time series within a prediction hierarchy to enhance statistical learning. The process includes pre-processing data in parallel using a grid-enabled computing environment, determining classifications and pattern groups for each time series, and generating an additional prediction hierarchy based on these analyses.
Another significant patent by Pu Wang addresses predicting and adjusting computer functionality to avoid failures. In this innovation, a processing device receives prediction data and identifies abnormal data-point patterns. By executing customizable program-code, the device can determine an override process corresponding to these patterns, generating a corrected version of the prediction data. This allows for adjustments to computer parameters based on the corrected data, thereby enhancing system reliability.
Career Highlights
Pu Wang is currently employed at SAS Institute Inc., a leading company in analytics and data management. His work at SAS Institute has allowed him to apply his innovative ideas in practical settings, contributing to advancements in data analysis and prediction technologies.
Collaborations
Pu Wang collaborates with talented coworkers, including Yung-Hsin Chien and Yue Li, who share his passion for innovation in data science. Their combined expertise fosters a creative environment that drives forward-thinking solutions in their field.
Conclusion
Pu Wang's contributions to data prediction technologies exemplify the impact of innovative thinking in the realm of analytics. His patents not only enhance prediction accuracy but also improve the reliability of computer systems. Through his work at SAS Institute Inc. and collaborations with skilled colleagues, Pu Wang continues to push the boundaries of what is possible in data science.