Company Filing History:
Years Active: 2010
Title: Murat Doganaksoy: Innovator in Anomaly Detection
Introduction
Murat Doganaksoy is a notable inventor based in Niskayuna, NY (US). He has made significant contributions to the field of anomaly detection, particularly in financial metrics. His innovative approach utilizes context data to enhance the accuracy of anomaly detection in small datasets.
Latest Patents
Murat holds a patent for "Methods and systems for anomaly detection in small datasets." This technique focuses on identifying anomalous values in a limited set of financial metrics by leveraging context data derived from the characteristics of the target company. The context data reflects historical values of the financial metric for the target company or the concurrent performance of peer companies. An anomaly score is calculated to represent the degree to which the financial metric is an outlier among the context data. This method employs advanced statistical techniques to evaluate risks associated with business transactions related to the target company.
Career Highlights
Murat Doganaksoy is currently employed at General Electric Company, where he applies his expertise in anomaly detection. His work has implications for improving financial assessments and risk evaluations in various business contexts.
Collaborations
Murat collaborates with talented professionals such as Deniz Senturk and Christina Ann LaComb, contributing to innovative projects within his field.
Conclusion
Murat Doganaksoy's work in anomaly detection represents a significant advancement in financial analytics. His patent and contributions to General Electric Company highlight his role as an influential inventor in the industry.