statistics, pattern recognition, regression analysis, cluster analysis, time series prediction, data mining, decision rules, data and knowledge analysis, artificial intelligence.
Subject:
G. S. Lbov is an author of a branch of research such as analysis of empirical information (data mining, regression analysis, analysis of multidimensional time series, analysis of experts' statements) in class of logical decision functions. Methods developed have found a large application in medical diagnostics, ecology, archeology etc.
Biography
G. S. Lbov works in the Institute of mathematics since 1961. Ph.D. thesis was defended in 1970. D.Sci. thesis was defended in 1987. A list of works contains more than 140 titles including 4 monographs.
He is professor of department of Theoretical cybernetics of the Novosibirsk state university since 1991. He was a scientific adviser on nine Ph.D thesis defended.
Main publications:
Lbov G. S., Startseva N. G. Logicheskie reshayuschie funktsii i voprosy statisticheskoi ustoichivosti reshenii. Izd-vo Instituta matematiki SO RAN, Novosibirsk, 1999, 211 s.
Lbov G. S. Metody obrabotki raznotipnykh eksperimentalnykh dannykh. Nauka, Novosibirsk, 1981, 160 s.
Lbov G. S., Nedelko V. M. Baiesovskii podkhod k resheniyu zadachi prognozirovaniya na osnove informatsii ekspertov i tablitsy dannykh // Doklady RAN, t. 357, # 1, 1997, s. 29–32.
Lbov G. S., Vikentev A. A. O metrizatsii bulevoi algebry predlozhenii i informativnosti vyskazyvanii ekspertov // Doklady RAN, t. 361, # 2, 1998, s. 174–176.
Lbov G. S., Stupina T. A. O statisticheskoi ustoichivosti reshayuschikh funktsii v zadachakh raspoznavaniya i regressionnogo analiza // Doklady RAN, t. 368, # 1, 1999, s. 31–34.
G. S. Lbov, “Analysis of different-type multidimensional time series by logical decision functions”, Dokl. Akad. Nauk, 339:6 (1994), 750–753
4.
G. S. Lbov, N. G. Startseva, “Distribution complexity in classification problems”, Dokl. Akad. Nauk, 338:5 (1994), 592–594; Dokl. Math., 50:2 (1995), 304–307
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