Igor Isaev

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 6

Top Topics

Initial Solution

Inverse Problems

Top Venues

Publications

Igor Isaev, Ivan Obornev, Eugeny Obornev, Eugeny Rodionov, Mikhail Shimelevich, Sergey Dolenko
Multitasking learning in missing data recovery for the integration of geophysical methods in solving an inverse problem of exploration geophysics. BICA*AI (2022)
Igor Isaev, Sergey Burikov, Tatiana A. Dolenko, Kirill Laptinskiy, Alexey Vervald, Sergey Dolenko
Joint Application of Group Determination of Parameters and of Training with Noise Addition to Improve the Resilience of the Neural Network Solution of the Inverse Problem in Spectroscopy to Noise in Data. ICANN (1) (2018)
Tatiana A. Dolenko, Alexander Efitorov, Olga Sarmanova, Olga Kotova, Igor Isaev, Kirill Laptinskiy, Sergey Dolenko, Sergey Burikov
Application of Wavelet Neural Networks for Monitoring of Extraction of Carbon Multi-Functional Medical Nano-Agents from the Body. BICA (2018)
Igor Isaev, Ekaterina Vervald, Olga Sarmanova, Sergey Dolenko
Neural Network Solution of an Inverse Problem in Raman Spectroscopy of Multi-Component Solutions of Inorganic Salts: Group Determination as a Method to Increase Noise Resilience of the Solution. BICA (2017)
Igor Isaev, Sergey Dolenko
Training with Noise Addition in Neural Network Solution of Inverse Problems: Procedures for Selection of the Optimal Network. BICA (2017)
Igor Isaev, Eugeny Obornev, Ivan Obornev, Mikhail Shimelevich, Sergey Dolenko
Increase of the Resistance to Noise in Data for Neural Network Solution of the Inverse Problem of Magnetotellurics with Group Determination of Parameters. ICANN (1) (2016)
Sergey Dolenko, Igor Isaev, Eugeny Obornev, Igor Persiantsev, Mikhail Shimelevich
Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting. EANN (1) (2013)