Yongming Xu

Title: Yongming Xu: Innovator in Machine Learning and Database Relationships

Introduction

Yongming Xu is a notable inventor based in White Plains, NY (US). He has made significant contributions to the field of machine learning, particularly in determining relationships among data sets in databases. With a total of 2 patents, his work has advanced the understanding of primary key-foreign key relationships.

Latest Patents

Yongming Xu's latest patents focus on innovative methods for determining primary key-foreign key relationships through machine learning. The first patent describes a system and method for selecting data sets from tables, forming inclusion dependency pairs, and determining relationships based on these pairs. The second patent introduces a machine learning relationship determination system (MLRDS) that identifies inclusion dependency pairs, computes features, and generates trained models to confirm PK-FK relationships through majority voting.

Career Highlights

Throughout his career, Yongming Xu has worked with prominent companies such as Hitachi Vantara Corporation and Io-Tahoe LLC. His experience in these organizations has allowed him to apply his expertise in machine learning and database management effectively.

Collaborations

Yongming Xu has collaborated with various professionals in his field, including Ram Dayal Goyal, enhancing his projects and research through teamwork and shared knowledge.

Conclusion

Yongming Xu's contributions to machine learning and database relationships have established him as a key figure in the innovation landscape. His patents reflect a deep understanding of data management and machine learning applications, paving the way for future advancements in the field.