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Stanislav Vakaruk
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Detection of encrypted cryptomining malware connections with machine and deep learning
A Pastor, A Mozo, S Vakaruk, D Canavese, DR López, L Regano, ...
IEEE Access 8, 158036-158055, 2020
552020
Forecasting automated guided vehicle malfunctioning with deep learning in a 5G-based industry 4.0 scenario
S Vakaruk, JE Sierra-García, A Mozo, A Pastor
IEEE Communications Magazine 59 (11), 102-108, 2021
202021
Chlorophyll soft-sensor based on machine learning models for algal bloom predictions
A Mozo, J Morón-López, S Vakaruk, ÁG Pompa-Pernía, ...
Scientific Reports 12 (1), 13529, 2022
182022
A digital twin network for security training in 5G industrial environments
S Vakaruk, A Mozo, A Pastor, DR López
2021 IEEE 1st International Conference on Digital Twins and Parallel …, 2021
162021
A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS)
C Mertens, J Alonso, O Lázaro, C Palansuriya, G Böge, A Nizamis, ...
Data Spaces, 201-226, 2022
62022
Transformers for multi-horizon forecasting in an industry 4.0 use case
S Vakaruk, A Karamchandani, JE Sierra-García, A Mozo, ...
Sensors 23 (7), 3516, 2023
42023
Using N-BEATS ensembles to predict automated guided vehicle deviation
A Karamchandani, A Mozo, S Vakaruk, S Gómez-Canaval, ...
Applied Intelligence 53 (21), 26139-26204, 2023
22023
Ultra-Scalable Simulations of Networks of Polarized Evolutionary Processors
S Gomez-Canaval, V Mitrana, M Paun, S Vararuk
Proceedings of the 3rd International Conference on Advances in Artificial …, 2019
22019
High performance and scalable simulations of a bio-inspired computational model
S Gómez-Canaval, V Mitrana, M Pãun, S Vararuk
2019 International Conference on High Performance Computing & Simulation …, 2019
22019
Towards quantitative networks of polarized evolutionary processors: A bio-inspired computational model with numerical evaluations
SG Canaval, K Jiménez, AO de la Puente, S Vakaruk
International Conference on Practical Applications of Agents and Multi-Agent …, 2016
22016
Anticipatory analysis of AGV trajectory in a 5G network using machine learning
A Mozo, S Vakaruk, JE Sierra-García, A Pastor
Journal of Intelligent Manufacturing, 1-29, 2023
12023
SPIDER: ML Applied to 5G Network Cyber Range
S Vakaruk, A Mozo, A Pastor
European Conference on Networks and Communications & 6G Summit (EuCNC 2021), 2021
2021
Cloud-Scale SDN Network Security in TeraFlow
A Mozo, S Vakaruk, A Pastor, R Bobba, C Natalino, M Furdek, R Muñoz, ...
European Conference on Networks and Communications & 6G Summit (EuCNC 2021), 2021
2021
Deep Learning Methods for Multi-Horizon Long-Term Forecasting of Harmful Algal Blooms
S Martín-Suazo, J Morón-López, S Vakaruk, A Karamchandani, ...
Available at SSRN 4775213, 0
Big Data Network Traffic Summary Dataset
E Fernández, A Mara, Á Martínez, A Mozo, B Ordozgoiti, S Vakaruk, B Zhu, ...
Online Network Traffic Characterization
J Dromard, P Owezarski, A Mozo Velasco, B Ordozgoiti, S Vakaruk
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