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Author profile at the institutional portal

Gomez Canaval, Sandra Maria sm.gomez@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

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

A Machine-Learning-Based Cyberattack Detector for a Cloud-Based SDN Controller

  • Mozo, A
  • Karamchandani, A
  • de la Cal, L
  • Gómez-Canaval, S
  • Pastor, A
  • Gifre, L

Applied Sciences-Basel - 1/4/2023

10.3390/app13084914 View at source

  • ISSN 20763417

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

Scalable Prediction of Service-Level Events in Datacenter Infrastructure Using Deep Neural Networks

  • Mozo, Alberto
  • Segall, Itai
  • Margolin, Udi
  • Gomez-Canaval, Sandra;

Ieee Access (p. 179779-179798) - 1/1/2019

10.1109/access.2019.2956182 View at source

  • ISSN 21693536

On the computational power of networks of polarized evolutionary processors

  • Arroyo, Fernando
  • Canaval, Sandra Gomez
  • Mitrana, Victor
  • Popescu, Stefan;

Information And Computation (p. 371-380) - 1/4/2017

10.1016/j.ic.2016.06.004 View at source

  • ISSN 08905401

Improving the quality of generative models through Smirnov transformation

  • González-Prieto Á
  • Mozo A
  • Gómez-Canaval S
  • Talavera E

Information Sciences (p. 1539-1566) - 1/1/2022

10.1016/j.ins.2022.07.066 View at source

  • ISSN 00200255

Networks of splicing processors with evaluation sets as optimization problems solvers

  • Gomez-Canaval, Sandra
  • Mitrana, Victor
  • Ramon Sanchez-Couso, Jose;

Information Sciences (p. 457-466) - 10/11/2016

10.1016/j.ins.2016.07.036 View at source

  • ISSN 00200255

A Linear Time Solution for N-Queens Problem Using Generalized Networks of Evolutionary Polarized Processors

  • Arroyo Montoro F
  • Gómez-Canaval S
  • Jiménez Vega K
  • Ortega De La Puente A

International Journal Of Foundations Of Computer Science (p. 7-21) - 1/1/2020

10.1142/s0129054120400018 View at source

  • ISSN 01290541

Solving optimization problems by using networks of evolutionary processors with quantitative filtering

  • Gomez Canaval, Sandra
  • Sanchez Couso, Jose Ramon
  • Vinyals, Meritxell;

Journal Of Computational Science (p. 65-71) - 1/9/2016

10.1016/j.jocs.2016.05.008 View at source

  • ISSN 18777503

Iterative column subset selection

  • Ordozgoiti, Bruno
  • Gomez Canaval, Sandra
  • Mozo, Alberto;

Knowledge And Information Systems (p. 65-94) - 1/1/2018

10.1007/s10115-017-1115-4 View at source

  • ISSN 02191377

This researcher has no books.

Data Engineering in Autonomic Networking

  • Antonio Pastor-Perales, Diego R. López, Sandra Gómez Canaval y Alberto Mozo Velasco.

Wiley 5g Ref. - 16/5/2020

10.1002/9781119471509.w5gref121 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

How Nets of Evolutionary Processors (NEPs) Could be Simulated in a Distributed Way

  • Jiménez K
  • Jiménez A
  • De La Cruz M
  • Canaval SG

Advances In Computational Intelligence (p. 55-68) - 10/6/2015

  • ISSN 03029743
  • iMarina

Distributed Simulation of NEPs Based On-Demand Cloud Elastic Computation

  • Gomez Canaval, Sandra
  • Ortega de la Puente, Alfonso
  • Orgaz Gonzalez, Pablo;

Advances In Computational Intelligence Lecture Notes In Computer Science 9094, Springer 2015 (p. 40-54) - 10/6/2015

10.1007/978-3-319-19258-1_4 View at source

  • ISSN 03029743

How to Search Optimal Solutions in Big Spaces with Networks of Bio-Inspired Processors

  • Sanchez Couso, Jose Ramon
  • Gomez Canaval, Sandra
  • Batard Lorenzo, David;

Advances In Computational Intelligence Volume 9094 Of The Series Lecture Notes In Computer Science (p. 29-39) - 10/6/2015

10.1007/978-3-319-19258-1_3 View at source

  • ISSN 03029743

PROBABILISTIC LEVERAGE SCORES FOR PARALLELIZED UNSUPERVISED FEATURE SELECTION (ALPHA CORE B)

  • Ordozgoiti Rubio, Bruno
  • GOMEZ CANAVAL, SANDRA MARIA
  • MOZO VELASCO, BONIFACIO ALBERTO

Advances In Computational Intelligence, Lecture Notes In Computer Science (p. 722-733) - 14/6/2017

  • iMarina

Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection.

  • Ordozgoiti, Bruno
  • Gomez Canaval, Sandra
  • Mozo, Alberto;

Advances In Computational Intelligence. Iwann 2017. Lecture Notes In Computer Science, Vol 10306. Springer, Cham (p. 722-733) - 14/6/2017

10.1007/978-3-319-59147-6_61 View at source

  • ISSN 03029743

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

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

A Fast Iterative Algorithm for Improved Unsupervised Feature Selection.

  • Ordozgoiti, Bruno
  • Gomez Canaval, Sandra
  • Mozo, Alberto;

Ieee 16th International Conference On Data Mining Icdm 2016 (p. 390-399) - 12/12/2016

10.1109/icdm.2016.116 View at source

  • ISSN 15504786

Networks of polarized evolutionary processors are computationally complete

  • Stefan Popescu
  • Mitrana, Victor
  • GOMEZ CANAVAL, SANDRA MARIA
  • Arroyo Montoro, Fernando

Lecture Notes In Computer Science (p. 101-112) - 14/4/2014

10.1007/978-3-319-04921-2_8 View at source

  • ISSN 03029743

This researcher has no working papers.

This researcher has no technical reports.

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

TOSS (Total System Shield)

  • Cira, Calimanut-Ionut (Participante)
  • Alcarria Garrido, Ramón Pablo (Participante)
  • López Presa, José Luis (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • BORDEL SANCHEZ, BORJA (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-01-2020 - 31-12-2020

Type of funding: International

Amount of funding: 132439,00 Euros.

  • iMarina

a cyberSecurity Platform for vIrtualiseD 5G cybEr Range services

  • 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))
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Vakaruk, Stanislav (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
... 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

Deep-Augur 2019

  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • López Presa, José Luis (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Mitrana, Victor (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
... View more Collapse

Period: 01-01-2019 - 31-12-2019

Type of funding: International

Amount of funding: 155934,00 Euros.

  • iMarina

Telecom Diagnostics

  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • López Presa, José Luis (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))

Period: 01-01-2018 - 31-12-2018

Type of funding: International

Amount of funding: 100850,00 Euros.

  • iMarina

Deep-Augur

  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • ARROYO CASTILLO, ANGEL (Participante)
  • López Presa, José Luis (Participante)
  • SEVILLA DE PABLO, ANDRES (Participante)
  • Manso Callejo, Miguel Ángel (Participante)
  • García López de Lacalle, Jesús (Participante)
  • Mitrana, Victor (Participante)
  • Alcarria Garrido, Ramón Pablo (Participante)
... View more Collapse

Period: 01-01-2018 - 31-12-2018

Type of funding: International

Amount of funding: 233083,00 Euros.

  • iMarina

Building an Intelligent System of Insights and Action for 5G Network Management

  • Bonifacio Alberto Mozo Velasco (Investigador principal (IP))
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador/a)

Period: 01-07-2015 - 31-12-2017

Type of funding: International

Amount of funding: 457500,00 Euros.

  • iMarina

ONline Network TraffIc Characterization

  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • Fernández Muñoz, Luis (Participante)
  • SANCHEZ COUSO, JOSE RAMON (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Ordozgoiti Rubio, Bruno (Participante)
  • Zhu, Bo (Participante)
  • HERNANDO ESTEBAN, ANTONIO (Participante)
  • SEVILLA DE PABLO, ANDRES (Participante)
  • López Presa, José Luis (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Arroyo Montoro, Fernando (Participante)
... View more Collapse

Period: 01-02-2014 - 31-01-2017

Type of funding: International

Amount of funding: 612636,00 Euros.

  • iMarina

Networks of bio-inspired processors: hardware implementations

  • ALONSO VILLAVERDE, SANTIAGO (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • BRAVO GARCIA, GINES (Participante)
  • GIL RUBIO, FCO. JAVIER (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Martínez Hernando, Víctor José (Participante)
  • MINGO LOPEZ, FERNANDO DE (Participante)
  • Mitrana, Victor (Participante)
  • Arroyo Montoro, Fernando (Investigador principal (IP))
... View more Collapse

Period: 01-01-2012 - 31-12-2014

Type of funding: National

Amount of funding: 10648,00 Euros.

  • iMarina

This researcher has no supervised thesis.

Method and system for training and validating machine learning algorithms in data network environments

  • MOZO VELASCO, BONIFACIO ALBERTO (Inventores/autores/obtentores)
  • López Diego, R. (Inventores/autores/obtentores)
  • Pastor Perales, Antonio Agustín (Inventores/autores/obtentores)
  • GOMEZ CANAVAL, SANDRA MARIA (Inventores/autores/obtentores)

21/3/2018

  • iMarina
Last data update: 3/18/24 5:00 PM