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Dmitry Pavlov

Saint-Petersburg State University

Saint-Petersburg, 199034

Russia

  • Saint-Petersburg State University

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Classification of Graphene-Based Electronic Nose Measurements with Gradient-Boosted Decision Trees

Number of pages: 27 Posted: 03 Dec 2024
Sergey Matveenko, Dmitry Pavlov, Maxim Rabchinskii, Vasily Senichenkov, Maksim A. Solomatin, Victor V. Sysoev, Mikhail Tunik, Alexey S. Varezhnikov and Lidia Varshavchik
Saint-Petersburg State University, Saint-Petersburg State University, Ioffe Institute, Ioffe Institute, Yuri Gagarin State Technical University of Saratov, Yuri Gagarin State Technical University of Saratov, Saint Petersburg State University, Yuri Gagarin State Technical University of Saratov and Ioffe Institute
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Multisensor array, online time series classification, multistaged classifier, gradient-boosted decision trees, feature engineering, linear discriminant analysis