Company Filing History:
Years Active: 2014-2015
Title: Dmitry Korolev: Innovator in Document Classification
Introduction
Dmitry Korolev is a notable inventor based in Unteriberg, Switzerland. He has made significant contributions to the field of document classification, holding a total of 3 patents. His work focuses on developing methods and systems that enhance the efficiency and accuracy of classifying documents.
Latest Patents
Dmitry's latest patents include innovative approaches to classifying documents using multiple classifiers. One of his patents describes methods, systems, and apparatus for classifying resources by utilizing scores from various classifiers. This method involves receiving a collection of documents to classify and applying multiple classifiers to generate scores that indicate the likelihood of a document possessing a specified property. The scores are then combined using a multiple classifier model that employs monotonic regression to classify the document accurately.
Another significant patent by Dmitry involves the construction of text classifiers. This method includes receiving a collection of candidate phrases for a specific topic and filtering out erroneous phrases. It also involves assigning weights to the candidate phrases based on scores generated by an initial classifier. The resulting linear classifier varies the weights for each phrase depending on the length of the document being classified.
Career Highlights
Dmitry Korolev is currently employed at Google Inc., where he continues to innovate in the field of document classification. His work has had a profound impact on how documents are processed and classified in various applications.
Collaborations
Dmitry has collaborated with notable colleagues such as Hartmut Maennel and Matthias Heiler, contributing to advancements in their shared field of expertise.
Conclusion
Dmitry Korolev's contributions to document classification through his patents and work at Google Inc. highlight his role as a leading innovator in this area. His methods and systems are paving the way for more efficient document processing in the digital age.