Company Filing History:
8 out of 55 
5 out of 21 
4 out of 40 
Years Active: 2005-2024
Title: James Herzog: A Pioneer in Data Analytics Innovations
Introduction
James Herzog, an esteemed innovator based in Downers Grove, IL, has made significant contributions to the field of data analytics. With 20 patents to his name, Herzog's work is characterized by his expertise in developing advanced systems for detecting anomalies and forecasting using multivariate data.
Latest Patents
His latest patents showcase a strong focus on enhancing data analytics platforms. One notable invention is a "Computer System and Method for Detecting Anomalies in Multivariate Data." This innovative platform employs inferential modeling combined with component analysis, allowing it to evaluate a subset of variables in a multivariate observation vector. The result is a predicted version of the observation vector that highlights potential anomalies.
Another recent patent titled "Localized Temporal Model Forecasting" outlines systems and methods for modeling multivariate time series data overlaid with event data. This invention focuses on selecting similar historical time series data arrays and filtering them based on event data. Herzog's approach allows for the creation of localized temporal forecasting models, which can be built and trained just in time for forecasting needs.
Career Highlights
Throughout his career, James Herzog has worked with prominent companies such as Uptake Technologies, Inc. and Smartsignal Corporation. His experience in these organizations has equipped him with the skills necessary to drive innovation in data analytics and contribute to advancements in the field.
Collaborations
Herzog has collaborated with notable coworkers, including Tuo Li and Randall L. Bickford. Together, they have combined their expertise to explore new methodologies in data analytics, further enriching Herzog's portfolio of patents and innovations.
Conclusion
James Herzog stands out as a leading inventor in the realm of data analytics. With 20 patents and a dedication to pioneering innovative solutions, his work continues to impact the industry, offering powerful tools for detecting anomalies and improving forecasting techniques.