Vicki Rothhaar

Title: Vicki Rothhaar: Innovator in Machine Learning for Code Classification

Introduction

Vicki Rothhaar is a distinguished inventor based in Midland, MI (US). She has made significant contributions to the field of machine learning, particularly in the area of code classification. Her innovative approach combines various techniques to enhance the accuracy of tariff code predictions.

Latest Patents

Vicki Rothhaar holds a patent for a hybrid machine learning model for code classification. This invention involves a hybrid machine learning classifier that utilizes a random forest of decision tree classifiers to predict a tariff code prefix. Additionally, it employs a plurality of expert trees to predict a tariff code suffix based on properties related to chemical components associated with the respective tariff code prefixes. The process includes determining the proportion of a dominant chemical component compared to other components, calculating similarity scores for a new set of chemical components, generating a feature vector, and obtaining a predicted tariff code.

Career Highlights

Vicki is currently employed at The Dow Chemical Company, where she applies her expertise in machine learning to solve complex problems. Her work has been instrumental in advancing the company's capabilities in code classification and related fields.

Collaborations

Throughout her career, Vicki has collaborated with notable colleagues, including Chun S Wang and John M Wassick. These partnerships have fostered innovation and contributed to the success of her projects.

Conclusion

Vicki Rothhaar is a remarkable inventor whose work in machine learning has the potential to transform code classification processes. Her contributions to The Dow Chemical Company and the field at large highlight her dedication to innovation and excellence.