Company Filing History:
Years Active: 2016-2025
Title: Ioana Giurgiu: Innovator in Data Processing and Machine Learning
Introduction
Ioana Giurgiu is a prominent inventor based in Zurich, Switzerland. She has made significant contributions to the fields of data processing and machine learning, holding a total of 6 patents. Her innovative work focuses on enhancing the efficiency and accuracy of data management systems.
Latest Patents
One of her latest patents is titled "Generating strong labels for examples labelled with weak labels." This method utilizes an artificial neural network (ANN) trained on a dataset with weak labels, such as classes of structural defects in civil engineering images. The process involves executing the trained ANN on test examples to infer weak labels and extracting explanatory features to generate strong labels, such as region boundaries of structural defects. The method also includes prompting user feedback to refine the weak labels further.
Another notable patent is "Alert management in data processing systems." This invention addresses the dynamic updating of an alert-management system that employs a master ruleset to match alerts with automata. The method involves training a machine learning model to correlate alerts with automata using a training dataset. It analyzes the model's performance to define a new ruleset for unmatched alerts, which can then be audited and integrated into the master ruleset upon approval.
Career Highlights
Ioana Giurgiu is currently employed at International Business Machines Corporation (IBM), where she continues to push the boundaries of innovation in her field. Her work has garnered attention for its practical applications in improving data processing systems.
Collaborations
Throughout her career, Ioana has collaborated with talented individuals such as Jasmina Bogojeska and George E Stark. These partnerships have contributed to her success and the advancement of her projects.
Conclusion
Ioana Giurgiu stands out as a leading inventor in the realm of data processing and machine learning. Her patents reflect her commitment to innovation and her ability to address complex challenges in technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.