Sergei Ospichev

Hierarchical classification of scientific articles using deep learning (using the UDC hierarchy as an example)

2025 · Modeling and Analysis of Information Systems

The exponential growth in scientific publications has heightened the need for robust tools to organize and retrieve research effectively. The Universal Decimal Classification (UDC) serves as a valuable framework for categorizing articles by subject area. …