Search Results - "Kartashov, Oleg O."
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Machine Learning and 3D Reconstruction of Materials Surface for Nondestructive Inspection
Published in Sensors (Basel, Switzerland) (18-08-2022)“…During the steel pipeline installation, special attention is paid to the butt weld control performed by fusion welding. The operation of the currently popular…”
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Deep Reinforcement Learning Environment Approach Based on Nanocatalyst XAS Diagnostics Graphic Formalization
Published in Materials (28-07-2023)“…The most in-demand instrumental methods for new functional nanomaterial diagnostics employ synchrotron radiation, which is used to determine a material's…”
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XAS Data Preprocessing of Nanocatalysts for Machine Learning Applications
Published in Materials (20-12-2021)“…Innovative development in the energy and chemical industries is mainly dependent on advances in the accelerated design and development of new functional…”
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Integrated Video and Acoustic Emission Data Fusion for Intelligent Decision Making in Material Surface Inspection System
Published in Sensors (Basel, Switzerland) (06-11-2022)“…In the field of intelligent surface inspection systems, particular attention is paid to decision making problems, based on data from different sensors. The…”
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Data-Centric Architecture for Self-Driving Laboratories with Autonomous Discovery of New Nanomaterials
Published in Nanomaterials (Basel, Switzerland) (21-12-2021)“…Artificial intelligence (AI) approaches continue to spread in almost every research and technology branch. However, a simple adaptation of AI methods and…”
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Online Microfluidic Droplets Characterization Using Microscope Data Intelligent Analysis
Published in Big data and cognitive computing (01-01-2023)“…Microfluidic devices have opened new opportunities for functional material chemical synthesis in a few applications. The screening of microfluidic synthesis…”
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Intelligent Analysis of Optical Microscopy Images for Microfluidic Synthesis Results
Published in 2023 XXVI International Conference on Soft Computing and Measurements (SCM) (24-05-2023)“…With the active development of microfluidic synthesis technology, automation and intellectualization of the processes associated with conducting experiments…”
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Conference Proceeding -
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Improving security incidents detection for networked multilevel intelligent control systems in railway transport
Published in Telfor Journal (2016)“…Security monitoring and incident management systems have become the main research focus in the area of intelligent railway control systems. In this work, we…”
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Journal Article -
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Incident data preprocessing in railway control systems using a rough-set-based approach
Published in 2017 XX IEEE International Conference on Soft Computing and Measurements (SCM) (01-05-2017)“…The paper proposes a novel approach to data preprocessing about incidents in railway control systems. Various classes of railway control systems and…”
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Conference Proceeding -
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Situation awareness service based on mobile platforms for multilevel intelligent control system in railway transport
Published in 2016 24th Telecommunications Forum (TELFOR) (01-11-2016)“…The paper is devoted to the design of mobile situation awareness service for multilevel intelligent control system in railway transport and its implementation…”
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Conference Proceeding