Author

Roman Viacheslavovich Maitak

Observed names: R. V. Maitak, Roman Maitak, Roman V. Maitak, Майтак Роман Вячеславович, Р.В. Майтак, Роман Вячеславович Майтак

Institution: Kuzbass State Technical University

Observed institutions: Russian Academy of Sciences, Tomsk National Research Medical Center, Tomsk Cancer Research Institute, Kuzbass State Technical University, Kazan State Technological University

ORCID: 0009-0009-4353-6925

Observed ORCID: 0009-0009-4353-6925

OpenAlex ID: A5092615340

The Latent Dirichlet Allocation (LDA) generative model for automating process of rendering judicial decisions

2023 · Petr Pylov, Roman Maitak, et al. · E3S Web of Conferences · 6

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Development of the architecture of a transformer-based neural network model to automate delivering judgments in bankruptcy cases

2023 · Petr Pylov, Roman Maitak, et al. · E3S Web of Conferences · 3

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Algebraic reconfiguration of LSTM network for automated video data stream analytics using applied machine learning

2023 · Petr Pylov, Roman Maitak, et al. · E3S Web of Conferences · 3

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Artificial intelligence in design of smart city (the Innopolis case study)

2024 · P. A. Pylov, R. V. Maitak, et al. · Vestnik Tomskogo gosudarstvennogo arkhitekturno-stroitel nogo universiteta JOURNAL of Construction and Architecture · 2

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Generative adversarial network as a basis for intelligent model of imaging architectural objects based on textual description (Kemerovo, Tomsk)

2023 · P. A. Pylov, A. V. Dyagileva, et al. · Vestnik Tomskogo gosudarstvennogo arkhitekturno-stroitel nogo universiteta JOURNAL of Construction and Architecture · 1

Approximation model based on LSTM for predicting the next prime number in an infinite sequence

2023 · Petr Pylov, Roman Maitak, et al. · E3S Web of Conferences · 1

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Conceptualizing the Architecture of a Machine Learning Model for Classifying Occupational Injuries in Mining Enterprises According to Their Severity

2025 · Roman V. Maitak, Pyotr A. Pylov, et al. · Вестник Кузбасского государственного технического университета

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Метрики и критерии качества моделей глубокого обучения для оценки точности прогнозирования Сейсмического удара высокой энергии

2025 · А.В. Дягилева, П.А. Пылов, et al. · Вестник Научного центра ВостНИИ по промышленной и экологической безопасности.

Анализ потенциала органических материалов для эффективного производства высококачественного твердого топлива

2025 · Р.В. Майтак, П.А. Пылов, et al. · Международная научно-практическая конференция «Актуальные проблемы науки и образования в условиях современных вызовов»

Параметризация гиперпараметров в прикладных моделях машинного обучения на основе ядерных функций

Development of a Method for Optimization of the Process of Extraction of Values of Numerical Characteristics of Oil Feedstock Components from Graphical Data of Chromatographic Analysis

2024 · P. A. Pylov, R. V. Maitak, et al. · Vestnik NSU Series Information Technologies

Heuristics of constructing the architecture of an interpreted machine learning model

2024 · Petr Pylov, Anna Dyagileva, et al. · E3S Web of Conferences

Automating the Problem of Predicting Cervical Cancer Recurrence using a Conditional Generative Adversarial Network

2024 · Petr Andreevich Pylov, Roman Viacheslavovich Maitak, et al. · Proceedings of the Institute for System Programming of RAS

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Convolutional neural network for building exterior and interior classification (Kemerovo, Tomsk)

2023 · Р. А. Pylov, А. V. Diagileva, et al. · Vestnik Tomskogo gosudarstvennogo arkhitekturno-stroitel nogo universiteta JOURNAL of Construction and Architecture

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Topo-heuristic reconfiguration of algebraic LSTM components to optimize temporal modulation in long-range dependencies

2023 · Petr Pylov, Roman Maitak, et al. · E3S Web of Conferences

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A mathematical modification of the WNTM associative algorithm for cognitive analysis and efficient detection of dualisms in text and video streaming data

2023 · Petr Pylov, Roman Maitak, et al. · E3S Web of Conferences

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Application of a Multimodal Transformer to the Prediction of the Yield of Saturated Hydrocarbon Compounds from Heavy Crude Oil in the Presence of Catalysts

2023 · Petr Andreevich Pylov, Roman Viacheslavovich Maitak, et al. · Proceedings of the Institute for System Programming of RAS

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Разработка метода для оптимизации процесса получения значений числовых характеристик компонентов нефтяного сырья из графических данных хроматограмм

· Петр Андреевич Пылов, Роман Вячеславович Майтак, et al. · CyberLeninK (CyberLeninka)