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Sandra Gómez Canaval
Sandra Gómez Canaval
Profesora e investigadora de la E.T.S. de Ingeniería de Sistemas Informáticos de la Universidad
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Titel
Zitiert von
Zitiert von
Jahr
Forecasting short-term data center network traffic load with convolutional neural networks
A Mozo, B Ordozgoiti, S Gomez-Canaval
PloS one 13 (2), e0191939, 2018
1082018
Data augmentation techniques in time series domain: a survey and taxonomy
G Iglesias, E Talavera, Á González-Prieto, A Mozo, S Gómez-Canaval
Neural Computing and Applications 35 (14), 10123-10145, 2023
1052023
Detection of encrypted cryptomining malware connections with machine and deep learning
A Pastor, A Mozo, S Vakaruk, D Canavese, DR López, L Regano, ...
IEEE Access 8, 158036-158055, 2020
562020
B5GEMINI: AI-driven network digital twin
A Mozo, A Karamchandani, S Gómez-Canaval, M Sanz, JI Moreno, ...
Sensors 22 (11), 4106, 2022
232022
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks
A Mozo, Á González-Prieto, A Pastor, S Gómez-Canaval, E Talavera
Scientific reports 12 (1), 2091, 2022
232022
Networks of polarized evolutionary processors are computationally complete
F Arroyo, S Gómez Canaval, V Mitrana, Ş Popescu
Language and Automata Theory and Applications: 8th International Conference …, 2014
212014
Chlorophyll soft-sensor based on machine learning models for algal bloom predictions
A Mozo, J Morón-López, S Vakaruk, ÁG Pompa-Pernía, ...
Scientific Reports 12 (1), 13529, 2022
202022
NPEPE: Massive natural computing engine for optimally solving NP-complete problems in Big Data scenarios
S Gómez Canaval, B Ordozgoiti Rubio, A Mozo
New Trends in Databases and Information Systems: ADBIS 2015 Short Papers and …, 2015
182015
On the computational power of networks of polarized evolutionary processors
F Arroyo, SG Canaval, V Mitrana, S Popescu
Information and Computation 253, 371-380, 2017
152017
Iterative column subset selection
B Ordozgoiti, SG Canaval, A Mozo
Knowledge and Information Systems 54, 65-94, 2018
132018
A fast iterative algorithm for improved unsupervised feature selection
B Ordozgoiti, SG Canaval, A Mozo
2016 IEEE 16th International Conference on Data Mining (ICDM), 390-399, 2016
132016
Distributed simulation of NEPs based on-demand cloud elastic computation
SG Canaval, AO de la Puente, PO González
International Work-Conference on Artificial Neural Networks, 40-54, 2015
132015
Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure
B Ordozgoiti, A Mozo, SG Canaval, U Margolin, E Rosensweig, I Segall
COSTAC 2017 59, 2017
102017
A Machine-Learning-Based Cyberattack Detector for a Cloud-Based SDN Controller
A Mozo, A Karamchandani, L de la Cal, S Gómez-Canaval, A Pastor, ...
Applied Sciences 13 (8), 4914, 2023
92023
Scalable prediction of service-level events in datacenter infrastructure using deep neural networks
A Mozo, I Segall, U Margolin, S Gomez-Canaval
IEEE Access 7, 179779-179798, 2019
92019
Massively parallel unsupervised feature selection on spark
B Ordozgoiti, S Gómez Canaval, A Mozo
East European Conference on Advances in Databases and Information Systems …, 2015
92015
Improving the quality of generative models through Smirnov transformation
Á González-Prieto, A Mozo, S Gómez-Canaval, E Talavera
Information Sciences 609, 1539-1566, 2022
82022
Dynamics of fourier modes in torus generative adversarial networks
Á González-Prieto, A Mozo, E Talavera, S Gómez-Canaval
Mathematics 9 (4), 325, 2021
72021
Networks of splicing processors with evaluation sets as optimization problems solvers
S Gómez-Canaval, V Mitrana, JR Sánchez-Couso
Information Sciences 369, 457-466, 2016
72016
Towards probabilistic networks of polarized evolutionary processors
F Arroyo, S Gomez-Canaval, V Mitrana, M Paun, JR Sanchez-Couso
2018 International Conference on High Performance Computing & Simulation …, 2018
62018
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