MARÍA VICTORIA
LUZÓN GARCÍA
CATEDRÁTICA DE UNIVERSIDAD
Publications (48) Publications de MARÍA VICTORIA LUZÓN GARCÍA
2024
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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
IEEE/CAA Journal of Automatica Sinica, Vol. 11, Núm. 4, pp. 824-850
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Defense Strategy against Byzantine Attacks in Federated Machine Learning: Developments towards Explainability
IEEE International Conference on Fuzzy Systems
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Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing
Transactions of the Association for Computational Linguistics, Vol. 12, pp. 724-742
2023
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Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
Information Fusion, Vol. 90, pp. 148-173
2022
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Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification
Knowledge-Based Systems, Vol. 245
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Dynamic defense against byzantine poisoning attacks in federated learning
Future Generation Computer Systems, Vol. 133, pp. 1-9
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Personalised Federated Learning with BERT Fine Tuning. Case Study on Twitter Sentiment Analysis
Lecture Notes in Networks and Systems
2021
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ADOPS: Aspect Discovery OPinion Summarisation Methodology based on deep learning and subgroup discovery for generating explainable opinion summaries
Knowledge-Based Systems, Vol. 231
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New research methods & algorithms in social network analysis
Future Generation Computer Systems
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New trends and applications in social media analytics
Future Generation Computer Systems
2020
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Enhancing the classification of social media opinions by optimizing the structural information
Future Generation Computer Systems, Vol. 102, pp. 838-846
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Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
Information Fusion, Vol. 64, pp. 270-292
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What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules
Journal of Ambient Intelligence and Humanized Computing, Vol. 11, Núm. 1, pp. 39-52
2019
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E2SAM: Evolutionary ensemble of sentiment analysis methods for domain adaptation
Information Sciences, Vol. 480, pp. 273-286
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Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods
Neurocomputing, Vol. 353, pp. 3-16
2018
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Consensus vote models for detecting and filtering neutrality in sentiment analysis
Information Fusion, Vol. 44, pp. 126-135
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Resumiendo opiniones negativas con "Deep learning" y reglas descriptivas
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2017
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A complete 3D information system for cultural heritage documentation
Journal of Cultural Heritage, Vol. 23, pp. 49-57
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Sentiment Analysis in TripAdvisor
IEEE Intelligent Systems, Vol. 32, Núm. 4, pp. 72-77
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Sentiment analysis on tripadvisor: Are there inconsistencies in user reviews?
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)