Sandra Gómez Canaval

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 27

Top Topics

Unsupervised Feature Selection

Solving Optimization Problems

Top Venues

ADBIS (Short Papers and Workshops)

Publications

Amit Karamchandani, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor
A methodological framework for optimizing the energy consumption of deep neural networks: a case study of a cyber threat detector. Neural Comput. Appl. 36 (17) (2024)
Stanislav Vakaruk, Amit Karamchandani, Jesús Enrique Sierra-García, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor
Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case. Sensors 23 (7) (2023)
Guillermo Iglesias, Edgar Talavera, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
Data Augmentation techniques in time series domain: a survey and taxonomy. Neural Comput. Appl. 35 (14) (2023)
Amit Karamchandani, Alberto Mozo, Stanislav Vakaruk, Sandra Gómez Canaval, Jesús Enrique Sierra-García, Antonio Pastor
Using N-BEATS ensembles to predict automated guided vehicle deviation. Appl. Intell. 53 (21) (2023)
Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera
Improving the quality of generative models through Smirnov transformation. Inf. Sci. 609 (2022)
Edgar Talavera, Guillermo Iglesias, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
Data Augmentation techniques in time series domain: A survey and taxonomy. CoRR (2022)
Ángel González-Prieto, Alberto Mozo, Edgar Talavera, Sandra Gómez Canaval
Dynamics of Fourier Modes in Torus Generative Adversarial Networks. CoRR (2022)
Alberto Mozo, Amit Karamchandani, Sandra Gómez Canaval, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor
B5GEMINI: AI-Driven Network Digital Twin. Sensors 22 (11) (2022)
Alberto Mozo, Ángel González-Prieto, Antonio Pastor Perales, Sandra Gómez Canaval, Edgar Talavera
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks. CoRR (2021)
Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera
Improving the quality of generative models through Smirnov transformation. CoRR (2021)
Fernando Arroyo, Sandra Gómez Canaval, Karina Jiménez, Alfonso Ortega de la Puente
A Linear Time Solution for N-Queens Problem Using Generalized Networks of Evolutionary Polarized Processors. Int. J. Found. Comput. Sci. 31 (1) (2020)
Antonio Pastor, Alberto Mozo, Stanislav Vakaruk, Daniele Canavese, Diego R. López, Leonardo Regano, Sandra Gómez Canaval, Antonio Lioy
Detection of Encrypted Cryptomining Malware Connections With Machine and Deep Learning. IEEE Access 8 (2020)
Alberto Mozo, Itai Segall, Udi Margolin, Sandra Gómez Canaval
Scalable Prediction of Service-Level Events in Datacenter Infrastructure Using Deep Neural Networks. IEEE Access 7 (2019)
Sandra Gómez Canaval, Victor Mitrana, Mihaela Paun, Stanislav Vararuk
Ultra-Scalable Simulations of Networks of Polarized Evolutionary Processors. ICAAI (2019)
Sandra Gómez Canaval, Victor Mitrana, Mihaela Paun, Stanislav Vararuk
High Performance and Scalable Simulations of a Bio-inspired Computational Model. HPCS (2019)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Iterative column subset selection. Knowl. Inf. Syst. 54 (1) (2018)
Fernando Arroyo, Sandra Gómez Canaval, Victor Mitrana, Mihaela Paun, José-Ramón Sánchez-Couso
Towards Probabilistic Networks of Polarized Evolutionary Processors. HPCS (2018)
Fernando Arroyo, Sandra Gómez Canaval, Victor Mitrana, Stefan Popescu
On the computational power of networks of polarized evolutionary processors. Inf. Comput. 253 (2017)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection. IWANN (2) (2017)
Fernando Arroyo, Sandra Gómez Canaval, Victor Mitrana, José-Ramón Sánchez-Couso
Transducers based on networks of polarized evolutionary processors. Theor. Comput. Sci. 682 (2017)
Bruno Ordozgoiti, Alberto Mozo, Sandra Gómez Canaval, Udi Margolin, Elisha J. Rosensweig, Itai Segall
Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure. ESANN (2017)
Sandra Gómez Canaval, Karina Jiménez, Alfonso Ortega de la Puente, Stanislav Vakaruk
Towards Quantitative Networks of Polarized Evolutionary Processors: A Bio-Inspired Computational Model with Numerical Evaluations. PAAMS (Special Sessions) (2016)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Feature Ranking and Selection for Big Data Sets. ADBIS (Short Papers and Workshops) (2016)
Bruno Ordozgoiti, Sandra Gómez Canaval, Alberto Mozo
Parallelized unsupervised feature selection for large-scale network traffic analysis. ESANN (2016)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
A Fast Iterative Algorithm for Improved Unsupervised Feature Selection. ICDM (2016)
Sandra Gómez Canaval, Victor Mitrana, José-Ramón Sánchez-Couso
Networks of splicing processors with evaluation sets as optimization problems solvers. Inf. Sci. 369 (2016)
Sandra Gómez Canaval, José-Ramón Sánchez-Couso, Meritxell Vinyals
Solving optimization problems by using networks of evolutionary processors with quantitative filtering. J. Comput. Sci. 16 (2016)
Sandra Gómez Canaval, Bruno Ordozgoiti Rubio, Alberto Mozo
NPEPE: Massive Natural Computing Engine for Optimally Solving NP-complete Problems in Big Data Scenarios. ADBIS (Short Papers and Workshops) (2015)
José-Ramón Sánchez-Couso, Sandra Gómez Canaval, David Batard Lorenzo
How to Search Optimal Solutions in Big Spaces with Networks of Bio-Inspired Processors. IWANN (1) (2015)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Massively Parallel Unsupervised Feature Selection on Spark. ADBIS (Short Papers and Workshops) (2015)
Sandra Gómez Canaval, Alfonso Ortega de la Puente, Pablo Orgaz González
Distributed Simulation of NEPs Based On-Demand Cloud Elastic Computation. IWANN (1) (2015)
Karina Jiménez, Antonio Jiménez, Marina de la Cruz, Sandra Gómez Canaval
How Nets of Evolutionary Processors (NEPs) Could be Simulated in a Distributed Way. IWANN (1) (2015)
Fernando Arroyo, Sandra Gómez Canaval, Victor Mitrana, Stefan Popescu
Networks of Polarized Evolutionary Processors Are Computationally Complete. LATA (2014)
Sandra Gómez Canaval, Victor Mitrana, Santiago Alonso Villaverde
Transducers Based on Networks of Evolutionary Processors. J. Autom. Lang. Comb. 19 (1-4) (2014)
Sandra Gómez Canaval, José-Ramón Sánchez-Couso, Fernando Arroyo
Simulating Metabolic Processes Using an Architecture Based on Networks of Bio-inspired Processors. UCNC (2013)
Fernando Arroyo, Sandra Gómez Canaval, Pedro C. Marijuán
Engineering with Biological Systems. ERCIM News 2011 (85) (2011)
David Moreno, Sandra Gómez Canaval, Juan Castellanos
Suitability of Artificial Neural Networks for Designing LoC Circuits. IWANN (1) (2011)
Jorge Aurelio Tejedor, Abraham Gutiérrez, Luis Fernández, Fernando Arroyo, Ginés Bravo, Sandra Gómez Canaval
Optimizing Evolution Rules Application and Communication Times in Membrane Systems Implementation. Workshop on Membrane Computing (2007)