Gomez Canaval, Sandra Maria sm.gomez@upm.es
Publications
- Articles 22
- Books 0
- Book chapters 1
- Conferences 24
- Working papers 0
- Technical reports 0
- Research projects 12
- Supervised theses 0
- Patent or software license 1
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
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
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 View at source
- ISSN 03043975
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 View at source
- ISSN 20452322
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
Scalable Prediction of Service-Level Events in Datacenter Infrastructure Using Deep Neural Networks
- Mozo A
- Segall I
- Margolin U
- Gomez-Canaval S
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
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 View at source
- ISSN 22277390
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
Networks of Picture Processors with Filtering Based on Evaluation Sets as Solvers for Cryptographic Puzzles Based on Random Multivariate Quadratic Equations
- Jiménez KP
- Gómez-Canaval S
- Villanueva-Polanco R
- Suazo SM
Mathematics (p. 1-21) - 1/1/2020
10.3390/math8122160 View at source
- ISSN 22277390
This researcher has no books.
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
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
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
Towards Probabilistic Networks of Polarized Evolutionary Processors
- Arroyo, Fernando
- Gomez-Canaval, Sandra
- Mitrana, Victor
- Paun, Mihaela
- Ramon Sanchez-Couso, Jose;
Proceedings 2018 International Conference On High Performance Computing & Simulation (Hpcs) (p. 764-771) - 29/10/2018
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
19/11/2018
- iMarina
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
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
Simulating Metabolic Processes Using an Architecture Based on Networks of Bio-inspired Processors
- Gomez Canaval, Sandra
- Ramon Sanchez, Jose
- Arroyo, Fernando
Lecture Notes In Computer Science (p. 255-256) - 1/1/2013
10.1007/978-3-642-39074-6-28 View at source
- ISSN 03029743
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
- iMarina
- 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
This researcher has no working papers.
This researcher has no technical reports.
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)
Period: 01-07-2019 - 30-06-2022
Type of funding: International
Amount of funding: 464708,15 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
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))
Period: 01-01-2020 - 31-12-2020
Type of funding: International
Amount of funding: 132439,00 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)
Period: 01-01-2021 - 30-06-2023
Type of funding: International
Amount of funding: 318000,00 Euros.
- iMarina
ONline Network TraffIc Characterization
- 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)
- MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
- Fernández Muñoz, Luis (Participante)
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))
Period: 01-01-2012 - 31-12-2014
Type of funding: National
Amount of funding: 10648,00 Euros.
- iMarina
Deep-Augur 2019
- Mitrana, Victor (Participante)
- Arroyo Montoro, Fernando (Participante)
- GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
- 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)
Period: 01-01-2019 - 31-12-2019
Type of funding: International
Amount of funding: 155934,00 Euros.
- iMarina
Deep-Augur
- 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)
- GOMEZ CANAVAL, SANDRA MARIA (Participante)
- MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
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
Big Data Value Spaces for COmpetitiveness of European COnnected Smart FacTories 4.0 (TP TID)
- Vakaruk, Stanislav (Participante)
- GOMEZ CANAVAL, SANDRA MARIA (Participante)
- GONZALEZ PRIETO, JOSE ANGEL (Participante)
- MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
- García López de Lacalle, Jesús (Participante)
- GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
- TALAVERA MUÑOZ, EDGAR (Participante)
Period: 01-05-2019 - 31-12-2020
Type of funding: International
Amount of funding: 99050,00 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
Research groups
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Grupo de Modelización Matemática y Biocomputación
Role: Miembro
Researcher profiles
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ORCID
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Publons
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Scopus Author ID