Chen-Kuo Chiang

Title: Innovations of Chen-Kuo Chiang

Introduction

Chen-Kuo Chiang is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the field of technology, particularly in the development of classification models and action evaluation systems. With a total of 4 patents to his name, his work continues to influence advancements in machine learning and deep learning applications.

Latest Patents

Chen-Kuo Chiang's latest patents include a classification model building apparatus and a classification model building method. This innovative apparatus introduces a clustering algorithm to assist in training a deep learning model for classification. It utilizes a total loss function that combines a clustering loss function, a center concentration loss function, and a classification loss function, each multiplied by different weights. This approach allows for the adjustment of parameters in the deep learning model through a backpropagation algorithm, ultimately leading to the construction of an effective classification model.

Another notable patent is the action evaluation model building apparatus and method. This apparatus is designed to store multiple raw data sets along with corresponding standard action labels. By employing machine learning algorithms, it computes the raw data sets and performs supervised learning to create a feature vector creation model and a classifier model. The apparatus generates representation action feature vectors for each standard action label, which are then used to build an action evaluation model based on the established models and feature vectors.

Career Highlights

Chen-Kuo Chiang is affiliated with the Institute for Information Industry, where he continues to innovate and develop new technologies. His work has garnered attention for its practical applications in various fields, including artificial intelligence and data analysis.

Collaborations

Some of his notable coworkers include Chih-Cheng Lin and Bo-Nian Chen, who have collaborated with him on various projects and patents.

Conclusion

Chen-Kuo Chiang's contributions to technology through his patents and innovative methods have established him as a key figure in the field of machine learning. His work not only enhances classification models but also improves action evaluation systems, showcasing the potential of his inventions in real-world applications.