Ensemble Approach Combining Deep Residual Networks and BiGRU with Attention Mechanism for Classification of Heart Arrhythmias. - Batyrkhan Omarov; Meirzhan Baikuvekov; Daniyar Sultan; Nurzhan Mukazhanov; Madina Suleimenova; Maigul Zhekambayeva (Comput. Mater. Continua, 2024)

SciMDIX: A dataset for aspect extraction from multi-domain scientific documents in Kazakh and Russian. - Nikita Shvarts; Tatiana Batura; Nurzhan Mukazhanov; Aigerim Yerimbetova; Mussa Turdalyuly; Bakzhan Sakenov (ACLING, 2025)

Conv1D-GRU-Self Attention: An Efficient Deep Learning Framework for Detecting Intrusions in Wireless Sensor Networks. - Kenan Honore Robacky Mbongo; Kanwal Ahmed; Orken Mamyrbayev; Guanghui Wang 003; Fang Zuo; Ainur Akhmediyarova; Nurzhan Mukazhanov; Assem Ayapbergenova (Future Internet, 2025)