Location History:
- Culver City, CA (US) (2015)
- Atlanta, GA (US) (2015 - 2021)
Company Filing History:
2 out of 3,063 
1 out of 164,275 
Years Active: 2015-2021
Title: Innovations and Contributions of Inventor Elias Khalil
Introduction
Elias Khalil is an accomplished inventor based in Atlanta, GA. He has made significant contributions to the field of technology, particularly in the areas of feature engineering and event-correlation graphs. With a total of 3 patents to his name, Khalil's work showcases his innovative approach to solving complex problems.
Latest Patents
Khalil's latest patents include "Methods and systems for feature engineering" and "Systems and methods for adjusting suspiciousness scores in event-correlation graphs." The first patent describes embodiments for feature engineering by one or more processors, where a plurality of transformations are applied to a set of features across multiple datasets. The output of these transformations results in a score, and features are selected based on scores that exceed a predetermined threshold. The second patent outlines a computer-implemented method for adjusting suspiciousness scores in event-correlation graphs. This method involves detecting a suspicious event and constructing an event-correlation graph that includes representations of the involved actors and the event itself. The suspiciousness scores are then adjusted based on the relationships within the graph.
Career Highlights
Throughout his career, Khalil has worked with notable companies such as Symantec Corporation and International Business Machines Corporation (IBM). His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.
Collaborations
Khalil has collaborated with talented individuals in his field, including Acar Tamersoy and Kevin Alejandro Roundy. These collaborations have further enriched his work and expanded the impact of his inventions.
Conclusion
Elias Khalil's contributions to technology through his patents and collaborations highlight his role as a significant inventor in the industry. His innovative methods and systems continue to influence advancements in feature engineering and event-correlation analysis.