Wenhan Hou

Title: Innovations of Wenhan Hou in Data Security and Expression Recognition

Introduction

Wenhan Hou is a notable inventor based in Yantai, China. He has made significant contributions to the fields of data security and expression recognition. With a total of 2 patents, his work focuses on advanced methodologies that enhance the functionality and security of industrial internet systems.

Latest Patents

Wenhan Hou's latest patents include a "Method and system for detecting abnormal nodes in industrial internet" and an "Expression recognition method and system based on multi-scale features and spatial attention." The first patent addresses the technical field of data security within the industrial internet. It provides a method and system for detecting abnormal nodes by transforming local node data into graphic data and utilizing a spectral clustering algorithm for effective local model training. The second patent relates to expression recognition, employing an HNFER neural network model for feature extraction and utilizing a CoordAtt attention mechanism to enhance the accuracy of emotional state classification.

Career Highlights

Wenhan Hou is affiliated with Yantai University, where he contributes to research and development in his areas of expertise. His innovative approaches have positioned him as a key figure in advancing technologies related to data security and emotional recognition systems.

Collaborations

Wenhan collaborates with esteemed colleagues such as Zhaowei Liu and Xinxin Zhao, further enriching the research environment at Yantai University.

Conclusion

Wenhan Hou's contributions to the fields of data security and expression recognition demonstrate his commitment to innovation and technological advancement. His patents reflect a deep understanding of complex systems and a drive to improve the functionality of industrial applications.