Company Filing History:
Years Active: 2023-2024
Title: Innovations of Hui Shen in Clustering Technology
Introduction
Hui Shen is a notable inventor based in Miyagi, Japan, recognized for his contributions to clustering technology. With a total of two patents to his name, he has developed innovative methods and devices that enhance the efficiency of data classification.
Latest Patents
Hui Shen's latest patents include a clustering device and a clustering method. The clustering device features an evaluation score calculation section that computes scores for assessing classification results. It also includes a batch process section that classifies multiple element data into optimal clusters based on these evaluation scores. Additionally, an update process section assigns newly added element data to the nearest cluster, while a determination section evaluates the validity of the classification result. His method for calculating clustering evaluation value focuses on assessing clustering quality based on the number of clusters. This method involves calculating internal compactness and external separation to derive an evaluation score through a predetermined formula.
Career Highlights
Hui Shen is affiliated with Tohoku University, where he continues to advance research in clustering technologies. His work has significantly impacted the field, providing valuable tools for data analysis and classification.
Collaborations
Hui Shen has collaborated with esteemed colleagues such as Tetsuo Endoh and Yitao Ma, contributing to the advancement of clustering methodologies.
Conclusion
Hui Shen's innovative work in clustering technology showcases his expertise and commitment to enhancing data classification methods. His contributions are vital to the ongoing development of efficient data analysis techniques.