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Personal profile

Education/Academic qualification

Mathematics and Physics, Candidate

23 Jan 2004 → …

Fingerprint Dive into the research topics where Елена Михайловна Баглаева is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 9 Similar Profiles
self organizing systems Physics & Astronomy
kriging Physics & Astronomy
forecasting Physics & Astronomy
artificial neural network Earth & Environmental Sciences
soils Physics & Astronomy
heavy metals Physics & Astronomy
chromium Physics & Astronomy
chemical elements Physics & Astronomy

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2014 2019

  • 5 Citations
  • 1 h-Index
  • 9 Conference contribution
  • 9 Article
  • 1 Meeting Abstract
1 Citation (Scopus)

Combining spatial autocorrelation with machine learning increases prediction accuracy of soil heavy metals

Sergeev, A. P., Buevich, A. G., Baglaeva, E. M. & Shichkin, A. V., 1 Mar 2019, In : Catena. 174, p. 425-435 11 p.

Research output: Contribution to journalArticleResearchpeer-review

artificial neural network
autocorrelation
heavy metal
prediction
soil

Method of selecting spatially distributed information for constructing training set of artificial neural networks

Sydikhov, A., Buevich, A., Sergeev, A., Shichkin, A., Subbotina, I. & Baglaeva, E., 24 Jul 2019, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018. Simos, T. E., Simos, T. E., Simos, T. E., Simos, T. E., Tsitouras, C. & Simos, T. E. (eds.). American Institute of Physics Inc., 200020. (AIP Conference Proceedings; vol. 2116).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
artificial neural network
neural networks
soils
spatial distribution
education

Particulate matter size distribution in air surface layer of Middle Ural and Arctic territories

Baglaeva, E. M., Sergeev, A. P., Buevich, A. G., Subbotina, I. E. & Shichkin, A. V., 1 Jul 2019, In : Atmospheric Pollution Research. 10, 4, p. 1220-1226 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Particle size analysis
particulate matter
surface layer
particle size
air

Chromium distribution forecasting using multilayer perceptron neural network and multilayer perceptron residual kriging

Tarasov, D., Buevich, A., Shichkin, A., Subbotina, I., Tyagunov, A. & Baglaeva, E., 10 Jul 2018, International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2017. American Institute of Physics Inc., Vol. 1978. 440019

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

kriging
self organizing systems
forecasting
chromium
soil pollution

Activities 2017 2018

  • 2 Participation in conference

X Международная научно-практическая конференция "Интеллектуальная собственность и инновации"

Сергей Всеволодович Кортов (Chair of orgcommitee), Дмитрий Борисович Шульгин (Vice Chair of orgcommitee), Е. Л. Богданова (Member of orgcommittee), Б. Н. Коробец (Member of orgcommittee), Надежда Геннадьевна Терлыга (Member of orgcommittee), Людмила Петровна Голубева (Member of orgcommittee), Д. В. Грибанов (Member of orgcommittee), Елена Михайловна Баглаева (Member of orgcommittee), Л. Климов (Member of orgcommittee), Светлана Анатольевна Герасимова (Member of orgcommittee), Илона Евгеньевна Унегова (Member of orgcommittee)
26 Apr 2018

Activity: Participating in or organising an event typesParticipation in conference

IX Международная научно-практическая конференция "Интеллектуальная собственность и инновации"

Сергей Всеволодович Кортов (Chair of orgcommitee), Дмитрий Борисович Шульгин (Vice Chair of orgcommitee), Е. Л. Богданова (Member of orgcommittee), Б. Н. Коробец (Member of orgcommittee), Надежда Геннадьевна Терлыга (Member of orgcommittee), Людмила Петровна Голубева (Member of orgcommittee), Д. В. Грибанов (Member of orgcommittee), Елена Михайловна Баглаева (Member of orgcommittee), Л. Климов (Member of orgcommittee), Светлана Анатольевна Герасимова (Member of orgcommittee), Илона Евгеньевна Хайбуллина (Member of orgcommittee)
26 Apr 2017

Activity: Participating in or organising an event typesParticipation in conference