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

Author

D. Mukhammejanova

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2 papers indexed here

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Sep 2026

HYBRID GAT-AUTOENCODER-BILSTM-ATTENTION ARCHITECTURE FOR MULTI CLASS CYBERATTACK DETECTION IN HETEROGENEOUS IOT NETWORKS

A novel hybrid deep learning architecture combining a Graph Attention Network (GAT), an Autoencoder (AE), a Bidirectional Long Short-Term Memory network (BiLSTM) and a Multi Head Self Attention (MHSA) is proposed into a single intrusion detection framework. The suggested traffic model integrates graph-based traffic rep...

K. K. Zharmakhan, A. Mukasheva, D. Mukhammejanova · 0 citations
Sep 2026

DISTRIBUTED SYSTEM FOR DATA SHARING AND JOINT PROCESSING BETWEEN RESEARCH CENTERS AND FARMS

The results showed that the proposed rule-based approach allows for the automatic preliminary FAIR adaptation of agricultural data at relatively low computational cost and confirmed the middleware’s ability to function under the resource constraints of edge devices.

Y. Nurlanov, A. Bissembayev, D. Mukhammejanova et al. · 0 citations

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