Parker J Erickson

Title: Parker J. Erickson: Innovator in Predictive Data Analysis and Anomaly Detection

Introduction

Parker J. Erickson is a notable inventor based in Plymouth, MN (US), recognized for his contributions to the fields of machine learning and data analysis. With a total of 3 patents, he has made significant strides in developing innovative solutions that address critical needs in predictive data analysis and anomaly detection.

Latest Patents

One of Parker's latest patents is titled "Cross-entity similarity determinations using machine learning frameworks." This invention addresses the need for faster and more accurate predictive data analysis operations. The method involves identifying predictive entity embeddings and determining a predicted cross-entity similarity measure using a machine learning model. This approach enables more efficient prediction-based actions based on the similarity measure.

Another significant patent is "Graph convolutional anomaly detection." This invention aims to enhance the effectiveness and efficiency of anomaly detection processes. The method includes generating related graph feature data and utilizing a graph convolutional neural network model to produce an anomaly detection score. This innovative approach integrates confirmation feedback data to improve the accuracy of anomaly detection.

Career Highlights

Parker J. Erickson is currently employed at Optum, Inc., where he applies his expertise in machine learning and data analysis. His work focuses on developing advanced methodologies that enhance predictive analytics and anomaly detection capabilities.

Collaborations

Parker collaborates with talented professionals such as Gerald Liu and Rex Shen, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Parker J. Erickson's contributions to predictive data analysis and anomaly detection through his patents reflect his commitment to advancing technology in these critical areas. His work at Optum, Inc. and collaborations with fellow innovators further underscore his impact on the field.