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Journal of Instrumentation. 2020. Vol. 15. P. 1-7.
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European Journal of Operational Research. 2021. Vol. 290. No. 2. P. 601-621.
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In bk.: Proceedings of Machine Learning Research. Vol. 125: Proceedings of Thirty Third Conference on Learning Theory. 2020. P. 2144-2203.
The Faculty of Computer Science was created with the goal of becoming one of the world’s leading faculties for developers and researchers in data analysis, machine learning, big data, theoretical computer science, bioinformatics, system and software engineering, system programming, and distributed computing. In cooperation with major companies like Yandex, Sberbank, SAS, Samsung, 1C, and many others, the Faculty provides both deep theoretical knowledge and hands-on practical experience in many branches of contemporary computer science.
Maria Poptsova, head of the International Laboratory of Bioinformatics and associate professor of the Big Data and Information Retrieval School, spoke at the AI Journey 2020 conference on artificial intelligence with a presentation “Deep Learning in Genomics”.
The lecture provided a brief overview of the application of deep learning methods to the recognition of functional genome elements, showed how machine learning methods can be used to predict breakpoints in cancer genomes based on omics data and outlined the role of AI in pharmacogenomics.
AI Journey is a conference that brings together leading international and Russian AI experts, representatives of business, government and academia to discuss the most relevant topics in the industry.
Watch the presentation here.