Berta María
Guijarro Berdiñas
Profesora Titular de Universidad
Publicaciones (109) Publicaciones de Berta María Guijarro Berdiñas
2024
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An agent-based model to simulate the public acceptability of social innovations
Expert Systems
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An effective and efficient green federated learning method for one-layer neural networks
Proceedings of the ACM Symposium on Applied Computing
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Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?
Engineering Applications of Artificial Intelligence, Vol. 133
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Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes
Computers in Biology and Medicine, Vol. 180
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method
Proceedings of the ACM Symposium on Applied Computing
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Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies
JASSS, Vol. 27, Núm. 1
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Sustainable transparency on recommender systems: Bayesian ranking of images for explainability
Information Fusion, Vol. 111
2023
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A Federated Learning Architecture for Anomaly Detection on the Edge Using Deep Autoencoders
Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE
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A One-Class Classification method based on Expanded Non-Convex Hulls
Information Fusion, Vol. 89, pp. 1-15
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Fast deep autoencoder for federated learning
Pattern Recognition, Vol. 143
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FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks
Future Generation Computer Systems, Vol. 149, pp. 200-211
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Simulation of Virus Propagation and Acceptance of Socio-Sanitary Measures Through an Intelligent Model
VI Congreso XoveTIC: impulsando el talento científico
2022
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How Agent-based modeling can help to foster sustainability projects
Procedia Computer Science
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Machine learning techniques to predict different levels of hospital care of CoVid-19
Applied Intelligence, Vol. 52, Núm. 6, pp. 6413-6431
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Real-time classification of handball game situations
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
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Sustainable Personalisation and Explainability in Dyadic Data Systems
Procedia Computer Science
2021
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DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification
International Journal of Intelligent Systems, Vol. 36, Núm. 1, pp. 177-199
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Federated Learning approach for Spectral Clustering
ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)