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Perfil en el portal institucional

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

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Actividades

Transducers based on networks of polarized evolutionary processors

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

Theoretical Computer Science (p. 22-29) - 19/6/2017

10.1016/j.tcs.2016.10.014 Ver en origen

  • ISSN 03043975

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 Ver en origen

  • ISSN 14248220

B5GEMINI: AI-Driven Network Digital Twin

  • Mozo, A
  • Karamchandani, A
  • Gómez-Canaval, S
  • Sanz, M
  • Moreno, JI
  • Pastor, A

Sensors - 1/1/2022

10.3390/s22114106 Ver en origen

  • ISSN 14248220

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
... Ver más Contraer

Scientific Reports - 1/1/2022

10.1038/s41598-022-17299-5 Ver en origen

  • ISSN 20452322

Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks

  • Mozo, Alberto
  • Gonzalez-Prieto, Angel
  • Pastor, Antonio
  • Gomez-Canaval, Sandra
  • Talavera, Edgar;

Scientific Reports - 1/1/2022

10.1038/s41598-022-06057-2 Ver en origen

  • ISSN 20452322

NETWORKS OF PICTURE PROCESSORS WITH CIRCULAR PERMUTATION

  • Arroyo, Fernando
  • Gomez, Sandra
  • Mitrana, Victor
  • Sanchez, Jose Ramon;

Proceedings Of The Romanian Academy, Series A: Mathematics, Physics, Technical Science, Information Science (p. 307-315) - 1/7/2019

  • ISSN 14549069
  • iMarina

Forecasting short-term data center network traffic load with convolutional neural networks

  • Mozo A, Ordozgoiti B, Gómez-Canaval S.

Plos One - 1/1/2018

10.1371/journal.pone.0191939 Ver en origen

  • ISSN 19326203

Data Augmentation techniques in time series domain: a survey and taxonomy

  • Iglesias, G
  • Talavera, E
  • González-Prieto, A
  • Mozo, A
  • Gómez-Canaval, S

Neural Computing & Applications (p. 10123-10145) - 1/1/2023

10.1007/s00521-023-08459-3 Ver en origen

  • ISSN 14333058

Networks of uniform splicing processors: Computational power and simulation

  • Gomez-Canaval, Sandra
  • Mitrana, Victor
  • Paun, Mihaela
  • Sanchez Martin, Jose Angel
  • Sanchez Couso, Jose Ramon;

Mathematics - 1/1/2020

10.3390/math8081217 Ver en origen

  • ISSN 22277390

Dynamics of fourier modes in torus generative adversarial networks

  • Gonzalez-Prieto, A
  • Mozo, A
  • Talavera, E
  • Gomez-Canaval, S

Mathematics (p. 325-28) - 1/1/2021

10.3390/math9040325 Ver en origen

  • ISSN 22277390

Este/a investigador/a no tiene libros.

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 Ver en origen

Tendencias en Innovación Educativa y su Implantación en UPM. Experiencias de Gamificación en la UPM

  • Alzaghoul, Ahmad
  • Avilés Palacios, Carmen
  • Cedazo León, Raquel
  • Cerro Giner, Jaime del
  • Enfedaque Díaz, Alejandro
  • Fuertes Castro, José Luis
  • Gómez Canaval, Sandra María
  • Gordillo Méndez, Aldo
  • López González, María Dolores
  • Martínez Cuevas, Sandra
  • Pacios Álvarez, Antonia
  • Pinto Cañón, Gabriel
  • Romana García, Manuel
  • Ulargui Agurruza, Jesús
... Ver más Contraer

19/11/2018

  • iMarina

Simulating Metabolic Processes Using an Architecture Based on Networks of Bio-inspired Processors.Unconventional Computation and Natural Computation

  • GOMEZ CANAVAL, SANDRA MARIA

Unconventional Computation And Natural Computation - Lecture Notes In Computer Science (p. 255-256) - 1/7/2013

10.1007/978-3-642-39074-6_28 Ver en origen

Towards Quantititive Networks of Evolutionary Polarized Processors: a bio-inspired computational framework with numerical evaluations

  • Stanislav Varakuv
  • Karina Jiménez
  • Alfonso Ortega dela Puente
  • GOMEZ CANAVAL, SANDRA MARIA

Trends In Practical Applications Of Scalable Multi-Agent Systems. Advances In Intelligent Systems And Computing (p. 251-259) - 1/6/2016

  • iMarina

Implementing self-organizing neural networks for P-systems communications arqhitectures using microcontrollers

  • Canaval S
  • Rodríguez A
  • Sanz S

Proceedings Of The 4th Indian International Conference On Artificial Intelligence (p. 630-647) - 16/12/2009

  • iMarina

Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure

  • Ordozgoiti B
  • Mozo A
  • Canaval SG
  • Margolin U
  • Rosensweig E
  • Segall I

Proceedings Of The 25th European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning - Essan 2017 (p. 571-582) - 26/4/2017

  • iMarina

Parallelized Unsupervised Feature Selection for Large-Scale Network Traffic Analysis

  • Ordozgoiti B
  • Canaval S
  • Mozo A

Proceedings Of The 24th European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning - Esann 2016. (p. 617-622) - 27/4/2016

  • iMarina

P-System communications architectures configuration based on growing Self-Organizing maps

  • GOMEZ CANAVAL, SANDRA MARIA
  • GUTIERREZ RODRIGUEZ, ABRAHAM
  • DELGADO SANZ, MARIA SOLEDAD

Proceedings Of The 15th International Symposium On Artificial Life And Robotics, Arob 15th'10 (p. 257-261) - 1/12/2010

10.1007/s10015-010-0771-1 Ver en origen

  • ISSN 14335298

Hardware implementation of P Systems using microcontrollers. An Operating Environment for implementing a Partially Parallel Distributed Architecture

  • Gomez Canaval, Sandra Maria
  • Gutierrez Rodriguez, Abraham
  • Alonso Villaverde, Santiago;

Proceedings Of The 10th International Symposium On Symbolic And Numeric Algorithms For Scientific Computing (p. 489-495) - 1/1/2009

10.1109/synasc.2008.44 Ver en origen

Suitability of Artificial Neural Networks for Designing LoC Circuits

  • David Moreno
  • GOMEZ CANAVAL, SANDRA MARIA
  • Castellanos Peñuela, Juan Bautista

Proceedings Iwann'11 Proceedings Of The 11th International Conference On Artificial Neural Networks Conference On Advances In Computational Intelligence - Volume Part i (p. 307-314) - 8/6/2011

  • iMarina

Feature Ranking and Selection for Big Data Sets.

  • Ordozgoiti B
  • Canaval S
  • Mozo A

Proceedings Adbis 2016: New Trends In Databases And Information Systems. Communications In Computer And Information Science 637, Springer 2016 (p. 128-136) - 28/8/2016

10.1007%2f978-3-319-44066-8_14 Ver en origen

  • ISSN 18650929

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

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

  • 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))
... Ver más Contraer

Ejecución: 01-04-2022 - 30-11-2024

Tipo: Nacional

Importe financiado: 702800,00 Euros.

  • iMarina

Este/a investigador/a no tiene tesis dirigidas.

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
Última actualización de los datos: 18/03/24 17:00