The Problem of Object Recognition in the Presence of Noise in Original Data. - Vadim N. Vagin; Marina V. Fomina; A. V. Kulikov (SCAI, 2008)

Methods and Algorithms of Information Generalization in Noisy Databases. - Vadim N. Vagin; Marina V. Fomina (MICAI (2), 2010)

Problem of knowledge discovery in noisy databases. - Vadim N. Vagin; Marina V. Fomina (Int. J. Mach. Learn. Cybern., 2011)

Noise Models in Inductive Concept Formation. - Marina V. Fomina; Alexandr P. Eremeev; Vadim N. Vagin (ICEIS (1), 2013)

Argumentation Approach and Learning Methods in Intelligent Decision Support Systems in the Presence of Inconsistent Data. - Marina V. Fomina; Oleg Morosin; Vadim N. Vagin (ICCS, 2014)