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ПУБЛИКАЦИИ 

2021


  1. TopicBank: Collection of coherent topics using multiple model training with their further use for topic model validation /  Alekseev, V., Egorov, E., Vorontsov, K., (...), Nurumov, K., Buldybayev, T. / Data and Knowledge Engineering Volume 135 , 2021, Pages 101921
  2. Opening Remarks by the Program Committee of the Conference “Intelligent Data Processing. Theory and Applications” (IDP-2020) / Vorontsov K.V., Zhuravlev Y.I., Lazarev A.A., Lemtyuzhnikova D.V., Rudakov K.V., Strizhov V.V., Chekhovich Y.V./Automation and Remote Control Volume 82, 2021 Pages: 1633-1634
  3. Sharpness Estimation of Combinatorial Generalization Ability Bounds for Threshold Decision Rules / Ishkina S.K., Vorontsov K.V/ Automation and Remote Control Volume 82, 2021 Pages: 863-876
  4. Variational deep learning model optimization with complexity control / Grebenkova O.S., Bakhteev O.Yu., Strijov V.V
  5. Prior Distribution Selection for a Mixture of Experts / Grabovoy A.V., Strijov V.V./Computational Mathematics and Mathematical Physics Volume 61, Issue 7, 2021, Pages 1140-1152
  6. On the possibility of a periodic word reconstruction from the subwords of fixed length/Alekseev V.A., Smetanin Y.G. / Chebyshevskii Sbornik Volume 22, Issue 1(77), 2021, Pages 57-66
  7.  Grid-characteristic method using Chimera meshes for simulation of elastic waves scattering on geological fractured zones / Khokhlov N., Favorskaya A., Stetsyuk V., Mitskovets I./Journal of Computational Physics Volume 446 , 2021, Pages 110637

2020

  1. Alignment of ordered set cartesian product / Goncharov, A.V., Strijov, V.V. / Informatika i ee Primeneniya Volume 14, Issue 1, 2020, Pages 31-39
  2. Comprehensive analysis of gradient-based hyperparameter optimization algorithms/ Bakhteev, O.Y., Strijov, V.V. / Annals of Operations Research Volume 289, Issue 1, 1 June 2020, Pages 51-65
  3. Quasi-Periodic Time Series Clustering for Human Activity Recognition / Grabovoy, A.V., Strijov, V.V. / Lobachevskii Journal of Mathematics Volume 41, Issue 3, 1 March 2020, Pages 333-339
  4. ORDERING the SET of NEURAL NETWORK PARAMETERS/ Grabovoy, A.V., Yu. Bakhteev, O., Strijov, V.V. / Informatika i ee Primeneniya Volume 14, Issue 2, 2020, Pages 58-65
  5. Learning Topic Models with Arbitrary Loss/ Apishev, M., Vorontsov, K. / Conference of Open Innovation Association, FRUCTVolume 2020-April, April 2020, Номер статьи 9087559, Pages 30-37
  6. Semantic segmentation of satellite images of airports using convolutional neural networks/ Gorbachev, V.A., Krivorotov, I.A., Markelov, A.O., Kotlyarova, E.V. / Computer Optics  Volume 44, Issue 4, 2020, Pages 636-645

2019

  1. Weighted dynamic time warping for optimal subsequence search / Goncharov, A. / 6th Scientific Conference - Tyumen 2019; Tyumen; Russian Federation; 25 March 2019 до 29 March 2019; Код 148133
  2. Topic Modelling for Extracting Behavioral Patterns from Transactions Data / Egorov, E., Nikitin, F., Alekseev, V., Goncharov, A., Vorontsov, K. / Proceedings - 2019 International Conference on Artificial Intelligence: Applications and Innovations, IC-AIAI 2019September 2019, Номер статьи 9007329, Pages 44-48
  3. Distance Function Selection for Multivariate Time-Series / Morgachev, G., Goncharov, A., Strijov, V. / Proceedings - 2019 International Conference on Artificial Intelligence: Applications and Innovations, IC-AIAI 2019September 2019, Номер статьи 9007312, Pages 66-70
  4. Regularized Multimodal Hierarchical Topic Model for Document-by-Document Exploratory Search / Ianina, A., Vorontsov, K. / Conference of Open Innovation Association, FRUCTNovember 2019, Номер статьи 8981493, Pages 131-138
  5. Estimation of the relevance of the neural network parameters / Grabovoy, A.V., Bakhteev, O.Yu., Strijov, V.V. / Informatika i ee Primeneniya Volume 13, Issue 2, 2019, Pages 62-70
  6. Local approximation models for human physical activity classification / Anikeyev, D.A., Penkin, G.O., Strijov, V.V. / Informatika i ee Primeneniya Volume 13, Issue 1, 2019, Pages 40-48
  7. Comparative analysis of models of limiting supports in the study of structurally nonlinear oscillations of elastically supported bar from mobile load / Gridnev S.Y.,  Skalko Y.I.,  Minaeva N.V.,  Yanaeva V.V. / Journal of Physics: Conference Series Volume 1203, Issue 1, 26 April 2019, Номер статьи 012030
  8. Preface / Strijov, V.V., Ignatov, D., Vorontsov, K.V. / Communications in Computer and Information Science Volume 794 CCIS, 2019, Pages v-vi
  9. U-Net Based Architectures for Document Text Detection and Binarization / Nikitin, F., Dokholyan, V., Zharikov, I., Strijov, V. / Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11845 LNCS, 2019, Pages 79-88
  10. Input simplifying as an approach for improving neural network efficiency/ Grigorev, A., Lukoyanov, A., Korobov, N., Kutsevol, P., Zharikov, I. / Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11832 LNCS, 2019, Pages 298-308
  11. Unsupervised dialogue intent detection via hierarchical topic model / Popov, A., Bulatov, V., Polyudova, D., Veselova, E./  International Conference Recent Advances in Natural Language Processing, RANLP Volume 2019-September, 2019, Pages 932-938

2018

  1. Analysis of Dissimilarity Set Between Time Series / Goncharov, A.V., Strijov, V.V./ Computational Mathematics and Modeling Volume 29, Issue 3, 1 July 2018, Pages 359-366 
  2. Multi-way feature selection for ECoG-based Brain-Computer Interface / Motrenko, A.,Strijov, V. / Expert Systems with Applications Volume 114, 30 December 2018, Pages 402-413
  3. Deep Learning Model Selection of Suboptimal Complexity / Bakhteev, O.Y.,Strijov, V.V. / Automation and Remote Control Volume 79, Issue 8, 1 August 2018, Pages 1474-1488
  4. Fast and modular regularized topic modelling / Kochedykov, D., Apishev, M., Golitsyn, L.,Vorontsov, K. / Conference of Open Innovation Association, FRUCT8 January 2018, Pages 182-193
  5. Improving topic models with segmental structure of texts / Skachkov, N.A.,Vorontsov, K.V. / Komp'juternaja Lingvistika i Intellektual'nye TehnologiiIssue 17, 2018, Pages 652-661
  6. Multi-objective topic modeling for exploratory search in tech news / Ianina, A., Golitsyn, L.,Vorontsov, K. / Communications in Computer and Information Science Volume 789, 2018, Pages 181-193
  7. Quality evaluation and improvement for hierarchical topic modeling/ Belyy, A.V., Seleznova, M.S., Sholokhov, A.K.,Vorontsov, K.V. / Komp'juternaja Lingvistika i Intellektual'nye TehnologiiVolume 2018-May, Issue 17, 2018
  8. Interpretable probabilistic embeddings: Bridging the gap / Potapenko, A., Popov, A., Vorontsov, K. / Communications in Computer and Information Science Volume 789, 2018, Pages 167-180
  9. Intra-text coherence as a measure of topic models' interpretability / Alekseev, V.A., Bulatov, V.G., Vorontsov, K.V. / Komp'juternaja Lingvistika i Intellektual'nye TehnologiiVolume 2018-May, Issue 17, 2018, Pages 1-13
  10. Quadratic Programming Optimization with Feature Selection for Nonlinear Models/ Isachenko, R.V., Strijov, V.V. / Lobachevskii Journal of Mathematics Volume 39, Issue 9, 1 November 2018, Pages 1179-1187
  11. Optimal recurrent neural network model in paraphrase detection / Smerdov, A.N., Bakhteev, O.Y., Strijov, V.V. / Informatika i ee Primeneniya Volume 12, Issue 4, 2018, Pages 63-69
  12. Automaticmetadata extraction fromscientific pdf documents / Ogaltsov, A.V., Bakhteev, O.Y./ Informatika i ee Primeneniya Volume 12, Issue 2, 2018, Pages 75-82