Shunsuke Hirose

Title: Innovations by Shunsuke Hirose

Introduction

Shunsuke Hirose is a notable inventor based in Tokyo, Japan. He has made significant contributions to the field of data classification and statistical analysis through his innovative patents. With a total of 2 patents, Hirose continues to push the boundaries of technology and data processing.

Latest Patents

Hirose's latest patents include a Kernel function generating method and device, as well as a data classification device. The Kernel function generating method involves linearly coupling a predetermined number of Kernel functions to create the most suitable Kernel function for data classification. This process utilizes an element Kernel generating unit that produces multiple element Kernel functions using various distance functions. Additionally, a Kernel optimizing unit generates an integrated Kernel function by determining optimal coupling coefficients to effectively separate teacher data. The Kernel component display unit showcases each element Kernel function, its coupling coefficient, and the corresponding distance scale on a display device.

Another significant patent is the change-point detecting method and apparatus. This invention aims to detect statistical change-points in time-series data with high accuracy. The first model learning section learns the occurrence probability distribution of time-series data as a statistical model defined by a finite number of variables, including a latent variable. The degree of temporal change in the probability distribution is computed for each probability distribution of the entire model, allowing for the detection of change-points based on the computed degree of change.

Career Highlights

Shunsuke Hirose is currently employed at NEC Corporation, where he applies his expertise in data classification and statistical analysis. His work has contributed to advancements in technology and has positioned him as a key figure in his field.

Collaborations

Hirose collaborates with talented individuals such as Satoshi Morinaga and Ryohei Fujimaki. Their combined efforts enhance the innovative projects they undertake, leading to impactful results in their respective areas of expertise.

Conclusion

Shunsuke Hirose's contributions to the field of data classification and statistical analysis through his patents demonstrate his innovative spirit and dedication to advancing technology. His work at NEC Corporation and collaborations with esteemed colleagues further solidify his position as a leading inventor in Japan.