M. Victoria Luzón

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 16

Top Topics

Supervised Classifiers

Differential Privacy

Top Venues

Future Gener. Comput. Syst.

Knowl. Based Syst.

Publications

Nuria Rodríguez Barroso, Daniel Jiménez-López, M. Victoria Luzón, Francisco Herrera, Eugenio Martínez-Cámara
Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges. Inf. Fusion 90 (2023)
Nuria Rodríguez Barroso, Eugenio Martínez-Cámara, M. Victoria Luzón, Francisco Herrera
Dynamic defense against byzantine poisoning attacks in federated learning. Future Gener. Comput. Syst. 133 (2022)
Nuria Rodríguez Barroso, Eugenio Martínez-Cámara, M. Victoria Luzón, Francisco Herrera
Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification. Knowl. Based Syst. 245 (2022)
Nuria Rodríguez Barroso, Daniel Jiménez-López, M. Victoria Luzón, Francisco Herrera, Eugenio Martínez-Cámara
Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges. CoRR (2022)
Miguel López, Eugenio Martínez-Cámara, M. Victoria Luzón, Francisco Herrera
ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries. Knowl. Based Syst. 231 (2021)
Carla Vairetti, Eugenio Martínez-Cámara, Sebastián Maldonado, M. Victoria Luzón, Francisco Herrera
Enhancing the classification of social media opinions by optimizing the structural information. Future Gener. Comput. Syst. 102 (2020)
Nuria Rodríguez Barroso, Goran Stipcich, Daniel Jiménez-López, José Antonio Ruiz-Millán, Eugenio Martínez-Cámara, Gerardo González-Seco, M. Victoria Luzón, Miguel Ángel Veganzones, Francisco Herrera
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy. CoRR (2020)
Nuria Rodríguez Barroso, Goran Stipcich, Daniel Jiménez-López, José Antonio Ruiz-Millán, Eugenio Martínez-Cámara, Gerardo González-Seco, M. Victoria Luzón, Miguel Angel Veganzones, Francisco Herrera
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy. Inf. Fusion 64 (2020)
Nuria Rodríguez Barroso, Eugenio Martínez-Cámara, M. Victoria Luzón, Gerardo González-Seco, Miguel Ángel Veganzones, Francisco Herrera
Dynamic Federated Learning Model for Identifying Adversarial Clients. CoRR (2020)
Ana Valdivia, Eugenio Martínez-Cámara, Iti Chaturvedi, M. Victoria Luzón, Erik Cambria, Yew-Soon Ong, Francisco Herrera
What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules. J. Ambient Intell. Humaniz. Comput. 11 (1) (2020)
Miguel López, Ana Valdivia, Eugenio Martínez-Cámara, M. Victoria Luzón, Francisco Herrera
SAM: Evolutionary ensemble of sentiment analysis methods for domain adaptation. Inf. Sci. 480 (2019)
Ana Valdivia, Emiliya Hrabova, Iti Chaturvedi, M. Victoria Luzón, Luigi Troiano, Erik Cambria, Francisco Herrera
Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods. Neurocomputing 353 (2019)
Ana Valdivia, M. Victoria Luzón, Erik Cambria, Francisco Herrera
Consensus vote models for detecting and filtering neutrality in sentiment analysis. Inf. Fusion 44 (2018)
Ana Valdivia, M. Victoria Luzón, Francisco Herrera
Neutrality in the sentiment analysis problem based on fuzzy majority. FUZZ-IEEE (2017)
Ana Valdivia, M. Victoria Luzón, Francisco Herrera
Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User Reviews? HAIS (2017)
Ana Valdivia, M. Victoria Luzón, Francisco Herrera
Sentiment Analysis in TripAdvisor. IEEE Intell. Syst. 32 (4) (2017)
Francisco Soler, Juan Carlos Torres, Alejandro J. León, M. Victoria Luzón
Design of cultural heritage information systems based on information layers. ACM Journal on Computing and Cultural Heritage 6 (4) (2013)
Francisco Soler, Juan Carlos Torres, Alejandro J. León, M. Victoria Luzón
Design of an Information System for Cultural Heritage. CEIG (2012)
Francisco Soler, M. Victoria Luzón, Serban R. Pop, Chris J. Hughes, Nigel W. John, Juan Carlos Torres
A Model for Flexible Tools Used in Minimally Invasive Medical Virtual Environments. MMVR (2011)
Domingo Martín, Germán Arroyo, M. Victoria Luzón, Tobias Isenberg
Scale-Dependent and Example-Based Grayscale Stippling. Comput. Graph. 35 (1) (2011)
Enrique Yeguas, Robert Joan-Arinyo, M. Victoria Luzón
Modeling the Performance of Evolutionary Algorithms on the Root Identification Problem: A Case Study with PBIL and CHC Algorithms. Evol. Comput. 19 (1) (2011)
Robert Joan-Arinyo, M. Victoria Luzón, Enrique Yeguas
Parameter tuning of PBIL and CHC evolutionary algorithms applied to solve the Root Identification Problem. Appl. Soft Comput. 11 (1) (2011)
Domingo Martín, Germán Arroyo, M. Victoria Luzón, Tobias Isenberg
Example-Based Stippling using a Scale-Dependent Grayscale Process. NPAR (2010)
Reyes Pavón, Fernando Díaz, Rosalía Laza, M. Victoria Luzón
Experimental evaluation of an automatic parameter setting system. Expert Syst. Appl. 37 (7) (2010)
Germán Arroyo, Domingo Martín, M. Victoria Luzón
A stochastic approach to simulate artists behaviour for automatic felt-tipped stippling. IEEE Congress on Evolutionary Computation (2010)
Germán Arroyo, Domingo Martín, M. Victoria Luzón
Generación estocástica de puntos para técnicas de punteado automático. CEIG (2009)
Reyes Pavón, Fernando Díaz, Rosalía Laza, M. Victoria Luzón
Automatic parameter tuning with a Bayesian case-based reasoning system. A case of study. Expert Syst. Appl. 36 (2) (2009)
Reyes Pavón, Daniel Glez-Peña, Rosalía Laza, Fernando Díaz, M. Victoria Luzón
A Multi-Agent System Approach for Algorithm Parameter Tuning. PAAMS (2009)
Reyes Pavón, Fernando Díaz, M. Victoria Luzón
A model for parameter setting based on Bayesian networks. Eng. Appl. Artif. Intell. 21 (1) (2008)
Robert Joan-Arinyo, M. Victoria Luzón, Enrique Yeguas
Parameter Tuning for PBIL Algorithm in Geometric Constraint Solving Systems. GEM (2008)
Domingo Martín, Germán Arroyo, M. Victoria Luzón
Visualización Mediante Punteado de Monumentos y Restos Arqueológicos Escaneados. CEIG (2008)
Reyes Pavón, Fernando Díaz, M. Victoria Luzón
An adjustment model in a geometric constraint solving problem. SAC (2006)
M. Victoria Luzón, Antoni Soto-Riera, Juan F. Gálvez, Robert Joan-Arinyo
Searching the Solution Space in Constructive Geometric Constraint Solving with Genetic Algorithms. Appl. Intell. 22 (2) (2005)
M. Victoria Luzón, E. Barreiro, Enrique Yeguas, Robert Joan-Arinyo
GA and CHC. Two Evolutionary Algorithms to Solve the Root Identification Problem in Geometric Constraint Solving. International Conference on Computational Science (2004)
Robert Joan-Arinyo, M. Victoria Luzón, Antoni Soto-Riera
Genetic algorithms for root multiselection in constructive geometric constraint solving. Comput. Graph. 27 (1) (2003)
Robert Joan-Arinyo, M. Victoria Luzón, Antoni Soto-Riera
Constructive Geometric Constraint Solving: A New Application of Genetic Algorithms. PPSN (2002)