| 2019 | ICANN | Quality of Prediction of Daily Relativistic Electrons Flux at Geostationary Orbit by Machine Learning Methods. | Irina Myagkova, Alexander Efitorov, Vladimir Shiroky, Sergey Dolenko |
| 2018 | ICANN | A Neural Network of Multiresolution Wavelet Analysis. | Alexander Efitorov, Vladimir Shiroky, Sergey Dolenko |
| 2018 | ICANN | 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. | Igor Isaev, Sergey Burikov, Tatiana A. Dolenko, Kirill Laptinskiy, Alexey Vervald, Sergey Dolenko |
| 2016 | ICANN | Solution of an Inverse Problem in Raman Spectroscopy of Multi-component Solutions of Inorganic Salts by Artificial Neural Networks. | Alexander Efitorov, Tatiana A. Dolenko, Sergey Burikov, Kirill Laptinskiy, Sergey Dolenko |
| 2016 | ICANN | Increase of the Resistance to Noise in Data for Neural Network Solution of the Inverse Problem of Magnetotellurics with Group Determination of Parameters. | Igor Isaev, Eugeny Obornev, Ivan Obornev, Mikhail Shimelevich, Sergey Dolenko |
| 2016 | ICANN | Effect of Simultaneous Time Series Prediction with Various Horizons on Prediction Quality at the Example of Electron Flux in the Outer Radiation Belt of the Earth. | Irina Myagkova, Vladimir Shiroky, Sergey Dolenko |
| 2015 | EANN | Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of the Ionic Composition of Multi-component Water Solutions. | Sergey Dolenko, Alexander Efitorov, Sergey Burikov, Tatiana A. Dolenko, Kirill Laptinskiy, Igor Persiantsev |
| 2015 | EANN | Horizon of Neural Network Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth. | Irina Myagkova, Sergey Dolenko, Vladimir Shiroky, Natalia Sentemova, Igor Persiantsev |
| 2014 | ICANN | Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of Partial Concentrations of Salts in Multi-сomponent Water Solutions. | Sergey Dolenko, Sergey Burikov, Tatiana A. Dolenko, Alexander Efitorov, Kirill Gushchin, Igor Persiantsev |
| 2013 | EANN | Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting. | Sergey Dolenko, Igor Isaev, Eugeny Obornev, Igor Persiantsev, Mikhail Shimelevich |
| 2012 | ICANN | Comparison of Input Data Compression Methods in Neural Network Solution of Inverse Problem in Laser Raman Spectroscopy of Natural Waters. | Sergey Dolenko, Tatiana A. Dolenko, Sergey Burikov, Victor V. Fadeev, Alexey Sabirov, Igor Persiantsev |
| 2009 | ICANN | Comparison of Adaptive Algorithms for Significant Feature Selection in Neural Network Based Solution of the Inverse Problem of Electrical Prospecting. | Sergey Dolenko, Alexander Guzhva, Eugeny Obornev, Igor Persiantsev, Mikhail Shimelevich |
| 2009 | ICANN | Multi-stage Algorithm Based on Neural Network Committee for Prediction and Search for Precursors in Multi-dimensional Time Series. | Sergey Dolenko, Alexander Guzhva, Igor Persiantsev, Ju. S. Shugai |
| 2009 | ICANN | Multifold Acceleration of Neural Network Computations Using GPU. | Alexander Guzhva, Sergey Dolenko, Igor Persiantsev |