Author

Y. Sotskov

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Open access Aug 2026

A multimodal explainable AI framework for industrial turbine vibration health monitoring and regulatory decision support in finance

A novel framework that integrates multimodal sensor fusion—combining accelerometer, acoustic, thermal, and operational data—with explainable artificial intelligence (XAI) and multi-criteria decision analysis, addressing the urgent need for transparent, auditable, and human-centered decision support in critical energy a...

A. Mikhaylov, S. Barykin, D. Dinets et al. · Sound & Vibration · 1 citation

Open access Aug 2026

Construction of High-order Dynamic Portfolio Models Based on VAR-ICA-MGARCH

The aim of the study is to prove that dynamic portfolios can effectively reflect the temporal dynamics of current risks of a higher order, providing greater reliability and stability compared to traditional portfolios. The subject is the economic imbalance in portfolio models, which occurs when different participants h...

A. Mikhaylov, N. A. Yousif, Y. Sotskov et al. · Finance: Theory and Practice · 0 citations