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Publications

Article in journal

A Service-Oriented Programming Approach for Dynamic Distributed Manufacturing Systems (2020)

Atmojo. U, Salcic. Z, Wang. K, Vyatkin. V
IEEE Transactions on Industrial Informatics, Vol. 16, nr. 1, s. 150-160
Article in journal

An Artificial Intelligence framework for bidding optimization with uncertainty in multiple frequency reserve markets (2020)

Kempitiya. T, Sierla. S, De Silva. D, Yli-Ojanperä. M, Alahakoon. D, Vyatkin. V
Applied Energy, Vol. 280
Conference paper

Arrowhead Datamanager integration with Eclipse 4DIAC environment (2020)

Romanato. M, Drozdov. D, Patil. S, Delsing. J, Vyatkin. V
Part of: Proceedings, 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), s. 1377-1380, IEEE, 2020
Conference paper

Assessing Long Distance Communication Alternatives for the Remote Control of AGVs (2020)

Bejarano. R, Päkkönen. R, Blech. J, Peake. I, Herrmann. P, Vyatkin. V
Part of: Proceedings, 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), s. 69-76, IEEE, 2020
Article in journal

Automatic Generation of Control Flow from Requirements for Distributed Smart Grid Automation Control (2020)

Yang. C, Dubinin. V, Vyatkin. V
IEEE Transactions on Industrial Informatics, Vol. 16, nr. 1, s. 403-413
Article in journal

Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM (2020)

Cheng. H, Yu. H, Zeng. P, Osipov. E, Li. S, Vyatkin. V
Sensors, Vol. 20, nr. 19
Article in journal

Automatic state machine reconstruction from legacy PLC using data collection and SAT solver (2020)

Chivilikhin. D, Patil. S, Chukharev. K, Cordonnier. A, Vyatkin. V
IEEE Transactions on Industrial Informatics, Vol. 16, nr. 12, s. 7821-7831
Article in journal

Autoscaling Bloom filter (2020)

controlling trade-off between true and false positives
Kleyko. D, Rahimi. A, Gayler. R, Osipov. E
Neural computing & applications (Print), Vol. 32, nr. 8, s. 3675-3684
Conference paper

Data Exchange Between JADE and Simulink Model for Multi-agent Control Using NoSQL Database Redis (2020)

Berezovskaya. Y, Berezovsky. V, Undozerova. M
Part of: Advances in Computer, Communication and Computational Sciences, Proceedings of IC4S 2019, s. 695-705, Springer, 2020
Article in journal

Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks (2020)

Kleyko. D, Kheffache. M, Frady. E, Wiklund. U, Osipov. E
IEEE Transactions on Neural Networks and Learning Systems
Article in journal

Discrete-Event-Based Deterministic Execution Semantics With Timestamps for Industrial Cyber-Physical Systems (2020)

Dai. W, Pang. C, Vyatkin. V, Christensen. J, Guan. X
IEEE Transactions on Systems, Man & Cybernetics. Systems, Vol. 50, nr. 3, s. 851-862