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Journal Articles
- 2023
[j3]Oleg O. Kartashov
, Sergey V. Chapek, Dmitry S. Polyanichenko, Grigory I. Belyavsky, Alexander A. Alexandrov, Maria A. Butakova, Alexander V. Soldatov:
Online Microfluidic Droplets Characterization Using Microscope Data Intelligent Analysis. Big Data Cogn. Comput. 7(1): 7 (2023)- 2022
- [j2]Oleg O. Kartashov, Andrey V. Chernov, Alexander A. Alexandrov, Dmitry S. Polyanichenko, Vladislav S. Ierusalimov, Semyon A. Petrov, Maria A. Butakova:
Machine Learning and 3D Reconstruction of Materials Surface for Nondestructive Inspection. Sensors 22(16): 6201 (2022) - [j1]Andrey V. Chernov, Ilias K. Savvas, Alexander A. Alexandrov, Oleg O. Kartashov, Dmitry S. Polyanichenko, Maria A. Butakova, Alexander V. Soldatov:
Integrated Video and Acoustic Emission Data Fusion for Intelligent Decision Making in Material Surface Inspection System. Sensors 22(21): 8554 (2022)
Conference and Workshop Papers
- 2022
- [c6]Ilias K. Savvas, Andrey V. Chernov, Oleg O. Kartashov, Grigory Beliavsky, Maria Butakova:
On the Effective Representation of Quantum Data for Classical Machine Learning Problems. PCI 2022: 379-382 - 2021
- [c5]Andrey V. Chernov, Ilias K. Savvas, Maria A. Butakova, Oleg O. Kartashov:
Safe Reinforcement Learning in Simulated Environment of Self-Driving Laboratory. ESSE 2021: 78-84 - [c4]Aleksandr N. Nebaba, Ilias K. Savvas, Maria A. Butakova, Andrey V. Chernov, Petr S. Shevchuk:
Improving Multiclass Classification of Cybersecurity Breaches in Railway Infrastructure using Imbalanced Learning. ESSE 2021: 100-105 - 2020
- [c3]Andrey V. Chernov, Maria Butakova, Alexander Guda, Petr Shevchuk:
Development of Intelligent Obstacle Detection System on Railway Tracks for Yard Locomotives Using CNN. EDCC Workshops 2020: 33-43 - 2019
- [c2]Maria A. Butakova, Andrey V. Chernov, Ilias K. Savvas, Georgia Garani:
Data Warehouse Design for Security Applications Using Distributed Ontology-Based Knowledge Representation. IDC 2019: 140-145 - [c1]Georgia Garani, Andrey V. Chernov, Ilias K. Savvas, Maria Butakova:
A Data Warehouse Approach for Business Intelligence. WETICE 2019: 70-75
Coauthor Index
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