Krassimir G Ianakiev

Title: Innovations of Krassimir G Ianakiev

Introduction

Krassimir G Ianakiev is a notable inventor based in San Diego, CA. He has made significant contributions to the field of healthcare fraud detection through his innovative patents. With a total of 4 patents, Ianakiev's work focuses on enhancing the accuracy and efficiency of fraud detection mechanisms in healthcare claims.

Latest Patents

One of Ianakiev's latest patents is centered on "Consistency modeling of healthcare claims to detect fraud and abuse." This patent introduces a transaction-based behavioral profiling approach, where the entity being profiled is represented by a stream of transactions. The method assesses inconsistencies in the activity of an entity to detect potential fraud and abuse, utilizing service-code information available on each transaction. The concept of inconsistency is based on the observation that certain service codes naturally co-occur more frequently than others. The assessment of activity consistency considers both the overall activity of an individual entity and the interactions between multiple entities. Several methods for measuring consistency are provided, including one inspired by latent semantic analysis used in text analysis. Although the description focuses on fraud detection in healthcare, the techniques are applicable across various industries and for purposes beyond fraud detection.

Career Highlights

Krassimir G Ianakiev is currently employed at Fair Isaac Corporation, a company renowned for its innovative solutions in analytics and decision management. His work at Fair Isaac Corporation has allowed him to apply his expertise in data mining and predictive modeling to real-world challenges.

Collaborations

Ianakiev has collaborated with several professionals in his field, including Anu Kumar Pathria and Jean De Traversay. These collaborations have contributed to the development of advanced methodologies in fraud detection and data analysis.

Conclusion

Krassimir G Ianakiev's contributions to the field of healthcare fraud detection through his innovative patents demonstrate his commitment to improving the integrity of healthcare systems. His work continues to influence the industry and offers valuable insights for future advancements.