Gomez Canaval, Sandra Maria sm.gomez@upm.es
Publications
- Articles 21
- Books 0
- Book chapters 1
- Conferences 24
- Working papers 0
- Technical reports 0
- Research projects 11
- 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
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
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
This researcher has no books.
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
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
- iMarina
- iMarina
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
- iMarina
- iMarina
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
- iMarina
- 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
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
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
- iMarina
- iMarina
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
- 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))
Period: 01-04-2022 - 30-11-2024
Type of funding: National
Amount of funding: 702800,00 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