Data Mining in medical and biologic researches; methods and algorithms of classification, diagnostics, pattern recognition and forecasting; search of acyclic patterns with jokers in sequences of numbers and symbols.
V. A. Dyuk, “The impact of discretization and binarization of quantitative features on the accuracy of machine learning models”, Artificial Intelligence and Decision Making, 2025, no. 3, 112–119
2015
2.
V. A. Duke, M. R. Kravchik, Yu. I. Senkevich, “Detecting subliminal visual impact on human beings using data mining of electroencephalogram recordings”, Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 2015, no. 1, 83–93
2013
3.
V. A. Dyuk, S. B. Roudnitsky, “The laboratory of biomedical informatics at SPIIRAS”, Tr. SPIIRAN, 26 (2013), 384–409
2009
4.
V. A. Dyuk, O. V. Zhvalevsky, S. B. Roudnitsky, D. A. Toltsonogov, “The preliminary results of mixed biometrical data processing by data mining methods”, Tr. SPIIRAN, 9 (2009), 197–210
V. A. Dyuk, D. I. Kurapeev, “Data Mining application for an estimation of risk of operative intervention in cardiosurgery”, Tr. SPIIRAN, 9 (2009), 187–196
S. B. Roudnitsky, V. A. Dyuk, “General principles of the biometric systems building for the warning the unauthorized use air court”, Tr. SPIIRAN, 4 (2007), 405–415
2002
7.
R.M. Yusupov, R.I. Polonnikov, V.A. Duke, A.K. Blagis, V.I. Kuvakin, A.Yu. Ivanov, O.V. Vorobyev, A.D. Sotnikov, “Development of telemedicine in NORTHWEST of Russia”, Tr. SPIIRAN, 1:1 (2002), 27–48
