Enhancing Geometric Ontology Embeddings for Eℒ++ with Negative Sampling and Deductive Closure Filtering. - Olga Mashkova; Fernando Zhapa-Camacho; Robert Hoehndorf (NeSy (1), 2024)

Deep neural networks generalization and fine-tuning for 12-lead ECG classification. - Aram Avetisyan; Shahane Tigranyan; Ariana A. Asatryan; Olga Mashkova; Sergey Skorik; Vladislav Ananev; Yury Markin (Biomed. Signal Process. Control., 2024)

Enhancing Geometric Ontology Embeddings for ℰℒ++ with Negative Sampling and Deductive Closure Filtering. - Olga Mashkova; Fernando Zhapa-Camacho; Robert Hoehndorf (CoRR, 2024)

DELE: Deductive ℰℒ++ Embeddings for Knowledge Base Completion. - Olga Mashkova; Fernando Zhapa-Camacho; Robert Hoehndorf (CoRR, 2024)

Trained weights for ECG abnormality detection. - Aram Avetisyan; Shahane Tigranyan; Ariana A. Asatryan; Olga Mashkova; Sergey Skorik; Vladislav Ananev; Yury Markin (IEEE DataPort, 2024)

Ontology Embedding: A Survey of Methods, Applications and Resources. - Jiaoyan Chen 001; Olga Mashkova; Fernando Zhapa-Camacho; Robert Hoehndorf; Yuan He 008; Ian Horrocks 001 (IEEE Trans. Knowl. Data Eng., 2025)