Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach by Palagin, O.V., Velychko, V.Yu., Malakhov, K.S., Shchurov, O.S.

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Developing a semantic image model using machine learning based on convolutional neural networks by Andon, P.I., Glybovets, A.M., Kuryliak, V.V.

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About the influence of features of fitness-functions on the convergence of the genetic algorithm by Lukianov, I.O., Lytvynenko, F.A.

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Validation of correctness of autotuning code transformations with rewriting rules technique by Ivanenko, P.A.

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The main functional blocks of the test bench for the archival electronic documents validation by Melaschenko, A.O., Perevozchikova, O.L., Skarlat, O.S.

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Application of machine learning to improving numerical weather prediction by Doroshenko, А.Yu., Shpyg, V.M., Kushnirenko, R.V.

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Construction of diagnostic expert-medical system using neural networks by Glybovets, M.M., Salata, K.V., Tkach, N.A.

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Causal inference from data. On some inadequacy problems of structures with hidden causes by Balabanov, O.S.

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Application of deep learning technology for creating intellectual autonomous machines by Bilokon, O.S.

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A software technology providing tuning procedures of a quantitative model of human hemodynamics by Grygoryan, R.D., Yurchak, O.I., Degoda, А.G., Lyudovyk, T.V.

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To the issue of optimizing cloud computing based on their cost by Doroshenko, А.Yu., Novak, O.S.

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Main Aspects of Big Data Semantic Annotation by Zakharova, O.V.

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System of classification for personnel selection based upon Ukrainian language ana-lyze by Zhezherun, O.P., Ryepkin, M.S.

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Implementation of mappings between the description logic and the binary relational data model on the RDF level by Chystiakova, I.S.

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Application of ontological analysis for metadata processing in the interpretation of BIG DATA at the semantic level by Rogushina, J.V., Gladun, A.Y.

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Research and analysis of international and national approaches in building information security system in GRID by Borovska, O.M., Rodin, E.S., Sinitsyn, I.P.

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Automation of solving planimetry problems written in Ukrainian by Zhezherun, O.P., Smysh, O.R.

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Machine learning methods analysis in the document classification problem by Zhyrkova, A.P., Ignatenko, O.P.

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Algebraic modeling in international and local service logistical systems by Letychevskyi, O.O., Gorbatuk, S.O., Gorbatuk, V.A.

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Management of the coordination process in sociotechnical system by Girchenko, L.A., Doroshenko, А.Yu., Ziubrytska, Y.V.

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