Company Filing History:
5 out of 5 
1 out of 41 
1 out of 2 
Years Active: 2009-2024
Title: Innovations of Simeon Simeonov
Introduction
Simeon Simeonov is a notable inventor based in Lincoln, MA (US), recognized for his contributions to the field of data analytics and predictive modeling. With a total of 10 patents to his name, Simeonov has made significant strides in enhancing the quality of predictive model outputs and attributing value to data analytics-driven system components.
Latest Patents
One of Simeonov's latest patents is titled "Predictive outputs in the presence of entity-dependent classes." This innovation focuses on improving the quality of predictive model outputs by enhancing input data when entities in the input data are associated with one or more classes. The process involves deriving class association function characteristic data from information that describes a class association function, which generates input data from source data. The input data is then transformed into improved input data using a constructed class-specific transformation function and the class association function characteristic data.
Another significant patent is "Systems and methods for attributing value to data analytics-driven system components." In this patent, values are attributed to components of a data analytics-driven system by representing the system as a computational graph. Each component of the system is represented as a subgraph of the computational graph, and usage metrics are calculated for each component based on its impact on the system's output. This innovative approach allows for the allocation of respective values to the system components based on their calculated metrics.
Career Highlights
Simeon Simeonov has worked with several prominent companies, including Swoop Inc. and Veracode, Inc. His experience in these organizations has contributed to his expertise in data analytics and predictive modeling.
Collaborations
Simeonov has collaborated with notable professionals in his field, including Scott B Meyer and Felix Shnir. These collaborations have further enriched his work and innovations.
Conclusion
Simeon Simeonov's contributions to the field of data analytics and predictive modeling are noteworthy. His innovative patents and career achievements reflect his dedication to advancing technology and improving data-driven systems.