Axyonov A., Kagirov I., Ryumin D. A method of multimodal machine sign language translation for natural human-computer interaction // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2022. Vol. 22. No. 3. pp. 585-593.
Dvoynikova A. A., Kagirov I. A., Karpov A. A. Analytical review of methods for automatic detection of user engagement in virtual communication // Information and Control Systems. 2022. No. 5(120). pp. 12-22.
Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Kagirov I., Kipyatkova I., Lyakso E., Karpov A. An analysis of automatic techniques for recognizing human's affective states by speech and multimodal data // Proceedings of 24th International Congress on Acoustics ICA-2022. Korea. 2022. pp. 22-33.
Kagirov I., Ryumin D. Russian Sign Language Database for Clinical Use: Data and Annotation Peculiarities // Vestnik NSU. Series: Linguistics and Intercultural Communication. 2022. No. 20(3). pp. 90-108.