Author

O. Salykova

3 papers indexed here

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Open access Sep 2026

IMPLEMENTATION OF A PREDICTIVE MAINTENANCE SYSTEM IN AN AUTOMOTIVE ENTERPRISE: ECONOMIC IMPACT AND PRODUCTION RESULTS

The article presents the results of the pilot implementation of the predictive equipment maintenance system at the SaryarkaAvtoProm LLP automotive industry enterprise. The system is based on an ensemble of machine learning algorithms trained on multichannel sensor data (vibration, temperature, pressure, flow rate of pr...

D. Aldasheva, O. Salykova, K. Maulenov et al. · Bulletin of Manash Kozybayev... · 0 citations

Open access Aug 2026

Dyad-Specific Multimodal Affective Dynamics: Integrating Temporal Cross-Modal Consistency and Probabilistic Agreement

Repeated dyadic interactions are characterized not only by average multimodal signal levels but also by how cross-modal consistency evolves over time. This study investigated whether the joint temporal organization of within-person face–body cross-modal consistency and probabilistic cross-modal affective agreement, qua...

Y. Seksenbayev, S. Kudubayeva, O. Salykova · Technologies · 0 citations

Open access Sep 2026

EARLY PREDICTION OF IN-HOSPITAL MORTALITY USING INTERPRETABLE AND CALIBRATED ENSEMBLE MACHINE LEARNING MODELS

Early identification of patients at high risk of in-hospital mortality is a persistent challenge in clinical practice, particularly during infectious disease outbreaks such as COVID-19, when decisions must be made at the time of hospital admission using incomplete information. Although machine learning methods have bee...

V. Kunichik, O. Salykova · Herald of Kazakh-British tec... · 0 citations