Company Filing History:
Years Active: 2015-2016
Title: Niyu Ge: Innovator in Machine Learning and Linguistics
Introduction
Niyu Ge is a prominent inventor based in Chappaqua, NY (US). He has made significant contributions to the fields of machine learning and linguistics, holding a total of 3 patents. His work focuses on extracting valuable information from unstructured data and improving transliteration processes between languages.
Latest Patents
Niyu Ge's latest patents include innovative techniques that enhance the efficiency of information technology services. One of his notable inventions is related to active learning on statistical server name extraction from IT service tickets. This patent describes a method for accessing a variety of IT service problem tickets, where server names are extracted from free text tickets using statistical machine learning techniques. This process links the extracted server names to corresponding entries in a configuration information database, facilitating the resolution of related problems.
Another significant patent involves transliteration pair matching. In this invention, feature sequences are extracted from digital representations of proper names in two different languages. The extracted sequences are compared to determine a similarity score, which helps in identifying whether the transliteration pairs belong to the same actual proper name. This method utilizes a similarity model based on conditional probabilities of known orthographic feature sequences.
Career Highlights
Niyu Ge is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative solutions in technology. His work has garnered attention for its practical applications in improving IT service management and enhancing language processing capabilities.
Collaborations
Niyu has collaborated with notable colleagues, including Ea-Ee Jan and Xiaolan Zhang. Their combined expertise contributes to the advancement of research and development in their respective fields.
Conclusion
Niyu Ge is a distinguished inventor whose work in machine learning and linguistics has led to valuable patents that address real-world challenges. His contributions continue to influence the technology landscape, showcasing the importance of innovation in today's digital age.