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Guijarro-Berdiñas, Bertha
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1

Sustainable transparency on recommender systems: Bayesian r..:

Paz-Ruza, Jorge ; Alonso-Betanzos, Amparo ; Guijarro-Berdiñas, Bertha..
Information Fusion.  111 (2024)  - p. 102497 , 2024
Link: https://doi.org/10.1016/..
 
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2

RUL Prediction of Lithium-ion Batteries using a Federated a..:

, In: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing,
López, Víctor ; Fontenla-Romero, Oscar ; Hernández-Pereira, Elena... - p. 565-571 , 2024
Link: https://dl.acm.org/doi/1..
 
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3

Advances in Artificial Intelligence: 20th Conference of the.. 

Lecture Notes in Artificial Intelligence, 14640
Alonso-Betanzos, Amparo ; Guijarro-Berdiñas, Bertha ; Bolón-Canedo, Verónica... - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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4

Positive-Unlabelled learning for identifying new candidate ..:

Paz-Ruza, Jorge ; Freitas, Alex A. ; Alonso-Betanzos, Amparo.
Computers in Biology and Medicine.  180 (2024)  - p. 108999 , 2024
Link: https://doi.org/10.1016/..
 
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5

Explained anomaly detection in text reviews: Can subjective..:

Novoa-Paradela, David ; Fontenla-Romero, Oscar ; Guijarro-Berdiñas, Bertha
Engineering Applications of Artificial Intelligence.  133 (2024)  - p. 108065 , 2024
Link: https://doi.org/10.1016/..
 
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6

Fast deep autoencoder for federated learning:

Novoa-Paradela, David ; Fontenla-Romero, Oscar ; Guijarro-Berdiñas, Bertha
Pattern Recognition.  143 (2023)  - p. 109805 , 2023
Link: https://doi.org/10.1016/..
 
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7

A One-Class Classification method based on Expanded Non-Con..:

Novoa-Paradela, David ; Fontenla-Romero, Oscar ; Guijarro-Berdiñas, Bertha
Information Fusion.  89 (2023)  - p. 1-15 , 2023
Link: https://doi.org/10.1016/..
 
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8

A Federated Learning Architecture for Anomaly Detection on ..:

, In: 2023 IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE),
Novoa-Paradela, David ; Fontenla-Romero, Oscar ; Guijarro-Berdinas, Bertha. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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9

FedHEONN: Federated and homomorphically encrypted learning ..:

Fontenla-Romero, Oscar ; Guijarro-Berdiñas, Bertha ; Hernández-Pereira, Elena.
Future Generation Computer Systems.  149 (2023)  - p. 200-211 , 2023
Link: https://doi.org/10.1016/..
 
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10

Sustainable Personalisation and Explainability in Dyadic Da..:

Paz-Ruza, Jorge ; Eiras-Franco, Carlos ; Guijarro-Berdiñas, Bertha.
Procedia Computer Science.  207 (2022)  - p. 1017-1026 , 2022
Link: https://doi.org/10.1016/..
 
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11

Real-time classification of handball game situations:

, In: 2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI),
Cabado, Bruno ; Guijarro-Berdinas, Bertha ; Padron, Emilio J. - p. 686-691 , 2022
Link: https://doi.org/10.1109/..
 
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12

How Agent-based modeling can help to foster sustainability ..:

Sánchez-Maroño, Noelia ; Rodríguez-Arias, Alejandro ; Dumitru, Adina...
Procedia Computer Science.  207 (2022)  - p. 2546-2555 , 2022
Link: https://doi.org/10.1016/..
 
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13

Machine learning techniques to predict different levels of ..:

Hernández-Pereira, Elena ; Fontenla-Romero, Oscar ; Bolón-Canedo, Verónica...
Applied Intelligence.  52 (2021)  6 - p. 6413-6431 , 2021
Link: https://doi.org/10.1007/..
 
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14

Regularized One-Layer Neural Networks for Distributed and I..:

, In: Advances in Computational Intelligence; Lecture Notes in Computer Science,
Fontenla-Romero, Oscar ; Guijarro-Berdiñas, Bertha ; Pérez-Sánchez, Beatriz - p. 343-355 , 2021
Link: https://doi.org/10.1007/..
 
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15

Generating a Synthetic Population of Agents Through Decisio..:

, In: Advances in Computational Intelligence; Lecture Notes in Computer Science,
Alonso-Betanzos, Amparo ; Guijarro-Berdiñas, Bertha ; Rodríguez-Arias, Alejandro. - p. 128-140 , 2021
Link: https://doi.org/10.1007/..
 
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