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Rafael A. García Leiva

◀ ▶ joint publications with Vincenzo Mancuso

> Home > Persons > Rafael A. García Leiva

Publications

2022
[j6]
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  - journals/comcom/MoulayLMMMA22
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  - https://dblp.org/rec/journals/comcom/MoulayLMMMA22
Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Fernando Díez Muñoz, Vincenzo Mancuso, Antonio Fernández Anta:
Automated identification of network anomalies and their causes with interpretable machine learning: The CIAN methodology and TTrees implementation. Comput. Commun. 191: 327-348 (2022)
2021
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Mohamed Moulay, Rafael A. García Leiva, Vincenzo Mancuso, Pablo J. Rojo Maroni, Antonio Fernández Anta:
TTrees: Automated Classification of Causes of Network Anomalies with Little Data. WOWMOM 2021: 199-208
[i2]
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  - journals/corr/abs-2108-13156
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Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Vincenzo Mancuso, Antonio Fernández Anta, Ali Safari Khatouni:
MonTrees: Automated Detection and Classification of Networking Anomalies in Cellular Networks. CoRR abs/2108.13156 (2021)
2020
[c1]
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Mohamed Moulay, Rafael A. García Leiva, Pablo J. Rojo Maroni, Javier Lazaro, Vincenzo Mancuso, Antonio Fernández Anta:
A Novel Methodology for the Automated Detection and Classification of Networking Anomalies. INFOCOM Workshops 2020: 780-786
2019
[j5]
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  - journals/access/LeivaAMC19
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Rafael A. García Leiva, Antonio Fernández Anta, Vincenzo Mancuso, Paolo Casari:
A Novel Hyperparameter-Free Approach to Decision Tree Construction That Avoids Overfitting by Design. IEEE Access 7: 99978-99987 (2019)
[i1]
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  - journals/corr/abs-1906-01246
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Rafael A. García Leiva, Antonio Fernández Anta, Vincenzo Mancuso, Paolo Casari:
A Novel Hyperparameter-free Approach to Decision Tree Construction that Avoids Overfitting by Design. CoRR abs/1906.01246 (2019)

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