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Titlebook: Creativity in Intelligent Technologies and Data Science; 5th International Co Alla G. Kravets,Maxim V. Shcherbakov,Peter P. Grou Conference

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On The Problem of Cyber-Physical Systems Architectures Synthesis Using Generative Modelsopen. It is to the problem of holistic perception that the task of synthesizing the CPS architecture for implementing adaptive control mechanisms can be attributed. This paper discusses experiments on the synthesis of CPS architectures using open pre-trained generative models, on retraining of a neu
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Explainable Machine Learning in Service Management of Transport Corporationg technologies is creative. This allows us to speak about the significant subjectivity of the conclusions of ML. Thus, a gap is formed with the theory and practice of management based on ML. Intelligent technologies for managing transport systems using understandable machine learning are called upon
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MPNN- Based Method for Identifying the Pharmacological Activity of a Synthesized Chemical Compoundl compound. The implemented software is designed to prepare data for training, and testing, using a deep-learning neural network MPNN, obtaining the results of the neural network in the form of a concentration coefficient of half-maximal inhibition. The approaches and technologies used to solve the
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A CycleGAN-Based Method for Translating Recordings of Interjectionsformed to the target one within a given voice pair, and vice versa. Basing on an overview conducted, mel-frequency cepstral coefficients are selected as main features of signal. The introduced method is implemented and approbated on the grounds of a book-reading training dataset and sample interject
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Visual Data Models in Scientific Search for Interpretation of Multiparametric Signalssignals, in analog and digital form, are only valuable if they are analyzed for a specific goal. In this work we etablish the classification of visualization tasks from the point of analyzing heterogeneous multidimensional data, including the case when at the initial stage it is required to formulat
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The ThermoEMF as a Tool for Increasing the Autonomy of Technological Machinesperational information about properties of each “coated tool–workpiece” contact pair, the authors have proposed to use the thermoEMF signal value (mV) of a dynamic thermocouple recorded during a test run. To justify the practical relevance of the method proposed, the theoretical foundations and stud
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