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Preface
S. I. Nikolenko, S. I. Repin, M. A. Skopina
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5 |
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I
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Discrete periodic multiresolution analysis
P. A. Andrianov
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7 |
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Non-saturated estimates of the Kotelnikov formula error
O. L. Vinogradov
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22 |
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Isomorphism of predicate formulas in artificil intelligence problems
T. M. Kosovskaya
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38 |
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Refinement masks of tight wavelet frames
E. A. Lebedeva, I. A. Sherbakov
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53 |
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Factorization of the projection matrix onto a subspace
V. N. Malozemov, G. Sh. Tamasyan
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67 |
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A posteriori error control of approximate solutions to boundary value problems constructed by neural networks
A. V. Muzalevsky, S. I. Repin
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77 |
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A novel method for the numerical solution of a hybrid inverse problem of electrical conductivity imaging
A. Timonov
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105 |
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II
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Recovering word forms by context for morphologically rich languages
A. M. Alekseev, S. I. Nikolenko
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129 |
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Deep learning for natural language processing: a survey
E. Arkhangelskaya, S. Nikolenko
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137 |
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Word-based russian text augmentation for character-level models
R. B. Galinsky, A. M. Alekseev, S. I. Nikolenko
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206 |
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Named entity recognition in Russian using multi-task LSTM-CRF
D. Mazitov, I. Alimova, E. Tutubalina
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222 |
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Improving classification robustness for noisy texts with robust word vectors
V. Malykh, V. Lyalin
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236 |
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Robust word vectors: context-informed embeddings for noisy texts
T. Khakhulin, V. Logacheva, V. Malykh
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248 |
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Fast image classification algorithms based on sequential analysis
A. V. Savchenko
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267 |
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Topic models with sentiment priors based on distributed representations
E. Tutubalina, S. I. Nikolenko
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284 |
