RDF/XML JSON-LD N3/Turtle RDF/JSON
Author profile at the institutional portal

Vakaruk, Stanislav stanislav.vakaruk@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms

  • Martin-Suazo, Silvia
  • Moron-Lopez, Jesus
  • Vakaruk, Stanislav
  • Karamchandani, Amit
  • Aguilar, Juan Antonio Pascual
  • Mozo, Alberto
  • Gomez-Canaval, Sandra
  • Vinyals, Meritxell
  • Ortiz, Juan Manuel
... View more Collapse

Knowledge-Based Systems - 9/10/2024

10.1016/j.knosys.2024.112279 View at source

  • ISSN 09507051

Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case

  • Vakaruk, S
  • Karamchandani, A
  • Sierra-García, JE
  • Mozo, A
  • Gómez-Canaval, S
  • Pastor, A

Sensors - 1/4/2023

10.3390/s23073516 View at source

  • ISSN 14248220

Using N-BEATS ensembles to predict automated guided vehicle deviation

  • Karamchandani, A
  • Mozo, A
  • Vakaruk, S
  • Gómez-Canaval, S
  • Sierra-García, JE
  • Pastor, A

Applied Intelligence (p. 26139-26204) - 1/11/2023

10.1007/s10489-023-04820-0 View at source

  • ISSN 0924669X

Anticipatory analysis of AGV trajectory in a 5G network using machine learning

  • Mozo, A
  • Vakaruk, S
  • Sierra-García, JE
  • Pastor, A

Journal Of Intelligent Manufacturing (p. 1541-1569) - 1/1/2023

10.1007/s10845-023-02116-1 View at source

  • ISSN 09565515

Chlorophyll soft-sensor based on machine learning models for algal bloom predictions

  • Mozo A
  • Morón-López J
  • Vakaruk S
  • Pompa-Pernía ÁG
  • González-Prieto Á
  • Aguilar JAP
  • Gómez-Canaval S
  • Ortiz JM
... View more Collapse

Scientific Reports - 1/1/2022

10.1038/s41598-022-17299-5 View at source

  • ISSN 20452322

Forecasting Automated Guided Vehicle Malfunctioning with Deep Learning in a 5G-Based Industry 4.0 Scenario

  • Vakaruk, Stanislav
  • Sierra-Garcia, J. Enrique
  • Mozo, Alberto
  • Pastor, Antonio;

Ieee Communications Magazine (p. 102-108) - 1/1/2021

10.1109/mcom.221.2001079 View at source

  • ISSN 01636804

Detection of encrypted cryptomining malware connections with machine and deep learning

  • Pastor A
  • Mozo A
  • Vakaruk S
  • Canavese D
  • López DR
  • Regano L
  • Gómez-Canaval S
  • Lioy A
... View more Collapse

Ieee Access (p. 158036-158055) - 1/1/2020

10.1109/access.2020.3019658 View at source

  • ISSN 21693536

This researcher has no books.

This researcher has no book chapters.

SPIDER: ML Applied to 5G Network Cyber Range

  • Stanislav Vakaruk
  • Alberto Mozó
  • Antonio Pastor

2021 Joint European Conference On Networks And Communications & 6g Summit (Eucnc/6g Summit) - 8/6/2021

10.5281/zenodo.5647899 View at source

  • ISSN 24756490

Cloud-Scale SDN Network Security in TeraFlow

  • Alberto Mozo, Stanislav Vakaruk, Antonio Pastor, Rahul Bobba, Carlos Natalino, Marija Furdek, Raül Muñoz, Ramon Casellas, Ricardo Martínez, Juan Pedro Fernández-Palacios, Ricard Vilalta

2021 Joint European Conference On Networks And Communications & 6g Summit (Eucnc/6g Summit) - 8/6/2021

10.5281/zenodo.5089918 View at source

  • ISSN 24756490

A digital twin network for security training in 5G industrial environments

  • Vakaruk S
  • Mozo A
  • Pastor A
  • Lopez DR

Proceedings 2021 Ieee 1st International Conference On Digital Twins And Parallel Intelligence, Dtpi 2021 (p. 395-398) - 1/1/2021

10.1109/dtpi52967.2021.9540146 View at source

Ultra-Scalable Simulations of Networks of Polarized Evolutionary Processors

  • Gomez-Canaval S
  • Mitrana V
  • Paun M
  • Vararuk S

Icaai 2019: Proceedings Of The 2019 3rd International Conference On Advances In Artificial Intelligence (p. 73-81) - 21/1/2020

https://doi.org/10.1145/3369114.3369156 View at source

High Performance and Scalable Simulations of a Bio-inspired Computational Model

  • Gomez-Canaval S
  • Mitrana V
  • Paun M
  • Vararuk S

2019 International Conference On High Performance Computing And Simulation, Hpcs 2019 (p. 543-550) - 1/7/2019

10.1109/hpcs48598.2019.9188187 View at source

Towards Quantitative Networks of Polarized Evolutionary Processors: A Bio-Inspired Computational Model with Numerical Evaluations

  • Gomez Canaval, Sandra
  • Jimenez, Karina
  • Ortega de la Puente, Alfonso
  • Vakaruk, Stanislav;

Advances In Intelligent Systems And Computing (p. 251-259) - 1/1/2016

10.1007/978-3-319-40159-1_21 View at source

  • ISSN 21945357

This researcher has no working papers.

This researcher has no technical reports.

Beyond 5G Enhanced Management through dIgital twiNs based on artificial Intelligence: Artificial Intelligence and Use Cases

  • JIMENEZ BERMEJO, DAVID (Participante)
  • Vakaruk, Stanislav (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • CORTES SANCHEZ, CARLOS (Participante)
  • SERRANO ROMERO, JAVIER (Miembro del equipo de trabajo)
  • López Presa, José Luis (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • CUEVAS RODRIGUEZ, CARLOS (Participante)
  • RONDA PRIETO, JOSE IGNACIO (Participante)
  • JAUREGUIZAR NUÑEZ, FERNANDO (Participante)
  • García Santos, Narciso (Participante)
  • BLANCO ADAN, CARLOS ROBERTO DEL (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-04-2022 - 30-11-2024

Type of funding: National

Amount of funding: 702800,00 Euros.

  • iMarina

Secured autonomic traffic management for a Tera of SDN flows

  • KARAMCHANDANI BATRA, AMIT (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • López Presa, José Luis (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • Vakaruk, Stanislav (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
... View more Collapse

Period: 01-01-2021 - 30-06-2023

Type of funding: International

Amount of funding: 318000,00 Euros.

  • iMarina

a cyberSecurity Platform for vIrtualiseD 5G cybEr Range services

  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Vakaruk, Stanislav (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • López Presa, José Luis (Participante)
  • VAZQUEZ GALLO, ENRIQUE (Participante)
  • RIVERA PINTO, DIEGO (Participante)
  • Berrocal Colmenarejo, Julio José (Participante)
  • ALVAREZ-CAMPANA FDEZ.-CORREDOR, MANUEL (Participante)
  • VEGA BARBAS, MARIO (Participante)
  • Villagrá González, Victor Abraham (Participante)
  • VIDALLER SISO, LEON (Participante)
  • Moreno Novella, José Ignacio (Investigador principal (IP))
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-07-2019 - 30-06-2022

Type of funding: International

Amount of funding: 464708,15 Euros.

  • iMarina

Big Data Value Spaces for COmpetitiveness of European COnnected Smart FacTories 4.0 (TP TID)

  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • García López de Lacalle, Jesús (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • Vakaruk, Stanislav (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
... View more Collapse

Period: 01-05-2019 - 31-12-2020

Type of funding: International

Amount of funding: 99050,00 Euros.

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 12/1/24 10:10 AM