Algorithm of the automated combining of remote sensing data and digital maps, based on non-linear cellular neural network and Boltzmann's restricted stochastic machine. - Maxim V. Akinin; Alexandr I. Taganov; Michael B. Nikiforov (MECO, 2014)

Autoencoder: Approach to the reduction of the dimension of the vector space with controlled loss of information. - Maxim V. Akinin; Natalya V. Akinina; Alexandr I. Taganov; Michael B. Nikiforov (MECO, 2015)

Image segmentation algorithm based on self-organized Kohonen's neural maps and tree pyramidal segmenter. - Maxim V. Akinin; Alexandr I. Taganov; Michael B. Nikiforov; Alexandra V. Sokolova (MECO, 2015)

Intelligent system of selecting the landing site of unmanned aerial vehicles. - Maxim V. Akinin; Natalia V. Akinina; Michael B. Nikiforov; Alexandra V. Sokolova (MECO, 2016)

Neural network implementation of a principal component analysis tasks on board the unmanned aerial vehicle information processing in real time. - Natalya V. Akinina; Maxim V. Akinin; Alexandr I. Taganov; Alexandra V. Sokolova; Michael B. Nikiforov (MECO, 2016)

Application of EM algorithm in problems of pattern recognition on satellite images. - Maxim V. Akinin; Alexandra V. Akinina; Alexey V. Sokolov; Andrey S. Tarasov (MECO, 2017)

Methods of detection in satellite images of illegal dumps by using a method based on tree classifier. - Natalia V. Akinina; Maxim V. Akinin; Alexandr I. Taganov; Michael B. Nikiforov (MECO, 2017)