Sergey Kolotienko

Title: Sergey Kolotienko: Innovator in Document Marking and Text Classification

Introduction

Sergey Kolotienko is a notable inventor based in Moscow, Russia. He has made significant contributions to the fields of document marking and text classification, holding a total of three patents. His innovative work has implications for various applications in natural language processing and document management.

Latest Patents

One of Kolotienko's latest patents is titled "Marking comparison for similar documents." This invention involves a document marking projection system that receives a target document and determines a set of similar documents. The system selects the most similar document and identifies differences in text content, allowing for effective marking of the target document based on these differences.

Another significant patent is "Evaluating text classifier parameters based on semantic features." This patent outlines systems and methods for evaluating text classifier parameters through semantico-syntactic analysis. The method includes partitioning a corpus of natural language texts into training and validation data sets, enabling the extraction of valuable features for text classification.

Career Highlights

Kolotienko has worked with prominent companies such as Abbyy Production LLC and Abbyy Development Inc. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in the tech industry.

Collaborations

Throughout his career, Kolotienko has collaborated with talented individuals, including Evgeny Indenbom and Konstantin Anisimovich. These partnerships have fostered a creative environment that has led to the development of groundbreaking technologies.

Conclusion

Sergey Kolotienko is a distinguished inventor whose work in document marking and text classification has made a significant impact in the field. His patents reflect a deep understanding of natural language processing and a commitment to innovation.