Author

N. Smailov

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Open access Sep 2026

A Reproducible Evaluation of Hybrid Spectral–Temporal Features for Four-Class Respiratory Sound Event Classification

Respiratory-sound event classification is challenged by non-stationarity, class imbalance, heterogeneous acquisition, and participant-correlated recordings. This study evaluates whether direct fusion of short-time Fourier transform (STFT), mel-frequency cepstral coefficient (MFCC), and wavelet-packet features improves...

N. Smailov, M. Zhekambayeva, D. Bauyrzhankyzy et al. · Signals · 0 citations

Open access Jul 2026

Development and evaluation of an AI-based method for improving the energy efficiency of electric motor−inverter systems

The results confirm that the proposed AI-based supervisory method can identify inefficient operating states and support the selection of energy-efficient control parameters and support the selection of energy-efficient control parameters.

A. Abdykadyrov, A. Kuttybayeva, Kyrmyzy Taissariyeva et al. · Archives of Electrical Engin... · 0 citations