Anatoliy Melamud

Title: Anatoliy Melamud and Transportation Arrival-Time Estimation

Introduction

Anatoliy Melamud is an inventor associated with Johns Creek, Georgia, and Transportation IP Holdings, LLC. His patent work addresses the challenge of estimating when a vehicle system will reach its destination by combining transportation data, route analysis, and machine learning.

Latest Patents

Melamud is associated with 1 patent, titled “Systems and Methods for Estimating Time of Arrival of Vehicle Systems.” The invention describes processors that use a transportation event and its recorded time at a vehicle’s current location to estimate arrival at a destination. It analyzes historical transportation data to determine event conditions and uses mathematical optimization to predict routes, drawing on historical and contractual routes, contractual junctions, and station master data. It also applies machine-learning classification to cluster historical event data and match current events with relevant clusters. A machine-learning model then predicts the vehicle system’s estimated time of arrival.

Career Highlights

Melamud’s listed patent reflects an application of data-driven methods to transportation operations. By combining route optimization, historical event analysis, and machine-learning predictions, the system is designed to support more informed arrival-time estimates.

Collaborations

Melamud is associated with Transportation IP Holdings, LLC. His listed coworkers include Eren Con and Shereesh Kundur.

Conclusion

Anatoliy Melamud’s patent focuses on improving vehicle arrival-time estimates through the integration of transportation records, route optimization, and machine learning.