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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

A. Ş. Dokuz

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3 papers indexed here

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Sep 2026

DEVELOPMENT OF A MULTI-SCALE CONVOLUTIONAL ATTENTION ARCHITECTURE (MSCA-NET) FOR AUDIO DEEPFAKE DETECTION USING MEL-SPECTROGRAMS

Advancements in deepfake audio generation are increasingly endangering the reliability of speech biometrics, remote verification processes, and various digital messaging infrastructures. In this regard, the development of effective models that can detect synthetic speech with high accuracy is one of the current scienti...

A. Turarbek, Sh. Temirgaziyeva, A. S. Dokuz · 0 citations
Open access Oct 2026

Modern Approaches to Visual Content Detection Using YOLO, RF-DETR, and CNN Models

This article presents a comparative study of modern deep learning approaches for the detection of destructive visual content, including extremist symbols, weapons, explosive devices, and violent imagery. A domain-specific dataset containing 11 object categories was developed from publicly available Internet sources and...

Sh. Temirgaziyeva, A. Turarbek, A. Ş. Dokuz et al. · 0 citations
Open access Jul 2026

Intelligent Control of an Aeration Tank Using Model Predictive Control and a Digital Twin

In the context of water scarcity and tightening environmental requirements, improving the energy efficiency of biological wastewater treatment processes has become particularly important. The aeration tank is one of the most energy-intensive and dynamically complex units, strongly affected by the variability in influen...

A. Zolotov, T. Zhylkybayev, D. Kozhakhmetova et al. · 0 citations

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