Hsin-Lung Hsieh

Title: Hsin-Lung Hsieh: Innovator in Ensemble Learning Prediction

Introduction

Hsin-Lung Hsieh is a prominent inventor based in Kaohsiung, Taiwan. He has made significant contributions to the field of ensemble learning, particularly through his innovative patent. His work focuses on enhancing prediction methods using advanced computational techniques.

Latest Patents

Hsieh holds a patent for an "Ensemble learning prediction apparatus and method, and non-transitory computer-readable storage medium." This invention is directed towards an ensemble learning prediction apparatus that includes several modules: a loss module, a diversity module, a sample weight module, and an integrating weight module. The loss module calculates a loss, the diversity module assesses diversity, and the sample weight module determines sample weight. An ensemble weight is learned through an object function built by these three components. The integrating weight module then calculates an adaptive ensemble weight by integrating the ensemble weight with previous ensemble weights at multiple time points. Hsin-Lung Hsieh has 1 patent to his name.

Career Highlights

Hsieh is affiliated with the Industrial Technology Research Institute, where he continues to develop and refine his innovative ideas. His work has been instrumental in advancing the capabilities of ensemble learning technologies.

Collaborations

Hsieh collaborates with Chuang-Hua Chueh, contributing to the research and development of cutting-edge technologies in their field.

Conclusion

Hsin-Lung Hsieh is a notable inventor whose work in ensemble learning prediction has the potential to impact various applications in technology. His innovative approach and dedication to research exemplify the spirit of invention in today's technological landscape.