This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Unitedhealth Group Incorporated. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Caroline N. Eccleston and Context-Based Document Classification.
Introduction
Caroline N. Eccleston is an inventor associated with Boise, Idaho, and UnitedHealth Group Incorporated. Her patent work concerns machine-learning methods for classifying documents according to context.
Latest Patents
The provided information identifies one patent associated with Eccleston: “Machine Learning Techniques for Context-Based Document Classification.” The invention describes methods and systems for predicting document classifications using a hierarchical, attention-based keyword-classifier framework. Its approaches include contextual keyword classifications and greedy matching indicators.
Career Highlights
Eccleston’s listed patent reflects work at the intersection of machine learning and document processing. The supplied information associates her with UnitedHealth Group Incorporated and reports 1 patent.
Collaborations
The provided information names Rahul Singh and Rakesh P. A. as coworkers. It does not specify their roles in the patent or the nature of their collaboration with Eccleston.
Conclusion
Caroline N. Eccleston’s documented invention applies context-aware machine learning to document classification, connecting her patent record with work associated with UnitedHealth Group Incorporated.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile