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  1. 2025

  2. Predicting Major Depressive Disorder Using Neural Networks from Spectral Measures of EEG Data

    Kozulin, I., Merkulova, E., Savostyanov, V., Shi, H., Wang, X., Bocharov, A. & Savostyanov, A., 16 Nov 2025, In: Bioengineering (Basel, Switzerland). 12, 11, 23 p., 1251.

    Research output: Contribution to journal › Article › peer-review

  3. Assessing the dependence of brain activity on individual single-nucleotide variability of genetic markers of major depressive disorder using principal component analysis

    Zorina, K. A., Kriveckiy, A. A., Karmanov, V. S. & Savostyanov, A. N., Dec 2025, In: Vavilovskii Zhurnal Genetiki i Selektsii. 29, 7, p. 1129-1136 8 p., 20.

    Research output: Contribution to journal › Article › peer-review

  4. Multi-Modal Fusion of EEG and Genetic Markers for Depression Prediction from ICBrainDB

    Firoz, N., Berestneva, O. G., Savostyanov, A. & Aksyonov, S. V., 18 Dec 2025, 2025 IEEE XVII International Scientific and Technical Conference on Actual Problems of Electronic Instrument Engineering (APEIE). Institute of Electrical and Electronics Engineers Inc., p. 1-9 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  5. 2026

  6. Domain Knowledge and Language Embeddings for Low-Resource Multilingual Phoneme ASR

    Legchenko, A. & Bondarenko, I., 2026, Speech and Computer. Karpov, A. & Gosztolya, G. (eds.). Springer, p. 130-143 14 p. 10. (Lecture Notes in Computer Science; vol. 16188 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  7. Environment-Agnostic IRM via Unsupervised Clustering and Adaptive Penalty Scaling

    Miron, B. & Bondarenko, I., 2026, Advances in Neural Computation, Machine Learning, and Cognitive Research IX. Kryzhanovsky, B., Dunin-Barkowski, W., Redko, V., Tiumentsev, Y. & Klimov, V. V. (eds.). Springer, p. 47-63 17 p. 5. (Studies in Computational Intelligence; vol. 1241 SCI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

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