Toward Synthesis of Event-Pattern Detectors for Event Complex Processing with Using Machine Learning. - Grygoriy Zholtkevych; Stanislav Lukyanenko; Natalya Polyakovska (ICTERI Workshops, 2018)

Machine Learning Technique for Regular Pattern Detector Synthesis: toward Mathematical Rationale. - Grygoriy Zholtkevych; Nataliya Polyakovska (COLINS, 2019)

Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study. - Nazarii Drushchak; Vladyslava Tyshchenko; Nataliya Polyakovska (RAIE, 2025)