Statistical processing of medical data.
Multidimensional factor analysis.
Correlation and latent structures analysis.
Investigation of stochastic dependence.
Main publications:
V. V. Goltyapin, V. A. Shovin, “Faktornoe modelirovanie s pomoschyu neironnoi seti”, Matematicheskoe modelirovanie i chislennye metody, 10:# 2 (2016), 85–103.
V. V. Goltyapin, V. A. Shovin, “Latentnyi analiz na baze metoda shtrafnykh funktsii dlya mnogomernykh binarnykh pokazatelei”, Matematicheskie struktury i modelirovanie, 42:2 (2017), 80–87
V. V. Goltyapin, V. A. Shovin, “Algoritmy KORA i FORDIASIMP kak metody raspoznavaniya dvukh obrazov v prostranstve dvoichnykh priznakov”, Matematicheskie struktury i modelirovanie, 36:#4 (2015), 74–92
V. V. Goltyapin, “Veroyatnostnyi metod formirovaniya simptomokompleksov”, Matematicheskie struktury i modelirovanie, 32:#4 (2014), 53-58
V. V. Goltyapin, A. I. Lobachev, “Postroenie diagnosticheskoi shkaly displazii soedinitelnoi tkani na baze faktornoi i latentno-strukturnoi modelei”, Vestnik Omskogo universiteta, 70:#4 (2013), 121–127
V. V. Goltyapin, “Ispolzovanie psevdoobratnoi matritsy faktornogo otobrazheniya v izmerenii faktorov”, Sib. zhurn. industr. matem., 14:3 (2011), 20–30
V. V. Goltyapin, “Strategiya poiska faktornogo otobrazheniya, kharakterizuyuschego parametry vneshnego dykhaniya i kislorodnogo obmena”, Sib. zhurn. industr. matem., 13:3 (2010), 19–29
V. V. Goltyapin, “Ispolzovanie svoistv ortogonalnosti faktorov v veroyatnostnoi zadache raspoznavaniya”, Sib. zhurn. industr. matem., 10:2 (2007), 53–63
V. V. Goltyapin, “Vychislitelnye aspekty metoda minimalnykh ostatkov pri razreshenii varianta Kheivuda”, Sib. zhurn. industr. matem., 8:3 (2005), 24–31; J. Appl. Industr. Math., 2:1 (2008), 68–73
; J. Appl. Industr. Math., 2:1 (2008), 
