Company Filing History:
Years Active: 2021-2023
Title: Simone Van Bruggen: Innovator in Machine Learning and Event Detection
Introduction
Simone Van Bruggen is a prominent inventor based in Utrecht, Netherlands. She has made significant contributions to the fields of machine learning and event detection, holding two patents that showcase her innovative work. Her expertise lies in developing systems and methods that enhance the classification of sequences and monitor emerging computer events.
Latest Patents
Simone's latest patents include "Machine learning applications for temporally-related events" and "Dynamic monitoring, detection of emerging computer events." The first patent presents systems and methods for enhanced classification of sequences of objects based on clique similarity and metadata associated with the sequences. It involves receiving sequences, detecting events through the analysis of k-skip-n-grams, and generating graphs that include z-cliques corresponding to these events. A trained classifier is then employed to classify new sequences based on comparisons with the generated graphs.
The second patent focuses on technologies for monitoring and detecting emerging issues within a computing-security system. It addresses the real-time detection of security risks, such as unauthorized logon attempts, by generating vector representations for system-related events. Clusters of related events are analyzed to determine their likelihood of being temporally emergent, and notifications regarding detected anomalies are provided, along with remedial actions.
Career Highlights
Simone currently works at Microsoft Technology Licensing, LLC, where she continues to push the boundaries of technology through her innovative research. Her work has been instrumental in developing advanced machine learning applications that have practical implications in various industries.
Collaborations
Simone collaborates with talented individuals such as Alexander James Wilson and Tom Neckermann, contributing to a dynamic and innovative work environment.
Conclusion
Simone Van Bruggen is a trailblazer in the field of machine learning and event detection. Her patents reflect her commitment to advancing technology and addressing real-world challenges. Through her work at Microsoft Technology Licensing, LLC, she continues to make a significant impact in her field.