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Rafael A. García Leiva
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2020 – today
- 2022
- [j6]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
- [c2]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]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]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
2010 – 2019
- 2019
- [j5]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) - [j4]Thang Le Duc, Rafael A. García Leiva, Paolo Casari, Per-Olov Östberg:
Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing: A Survey. ACM Comput. Surv. 52(5): 94:1-94:39 (2019) - [i1]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) - 2015
- [j3]Héctor Cordobés, Luis F. Chiroque, Antonio Fernández Anta, Rafael A. García Leiva, Philippe Morere, Lorenzo Ornella, Fernando Pérez, Agustín Santos:
Empirical Comparison of Graph-based Recommendation Engines for an Apps Ecosystem. Int. J. Interact. Multim. Artif. Intell. 3(2): 33-39 (2015)
2000 – 2009
- 2004
- [j2]Thomas Röblitz, Florian Schintke, Alexander Reinefeld, Olof Bärring, Maite Barroso Lopez, Germán Cancio Meliá, Sylvain Chapeland, Karim Chouikh, Lionel Cons, Piotr Poznanski, Philippe Defert, Jan Iven, Thorsten Kleinwort, Bernd Panzer-Steindel, Jaroslaw Polok, Catherine Rafflin, Alan Silverman, Tim J. Smith, Jan van Eldik, David Front, Massimo Biasotto, Cristina Aiftimiei, Enrico Ferro, Gaetano Maron, Andrea Chierici, Luca dell'Agnello, Marco Serra, Michele Michelotto, Lord Hess, Volker Lindenstruth, Frank Pister, Timm M. Steinbeck, David L. Groep, Martijn Steenbakkers, Oscar Koeroo, Wim Som de Cerff, Gerben Venekamp, Paul Anderson, Tim Colles, Alexander Holt, Alastair Scobie, Michael George, Andrew Washbrook, Rafael A. García Leiva:
Autonomic Management of Large Clusters and Their Integration into the Grid. J. Grid Comput. 2(3): 247-260 (2004) - [j1]Rafael A. García Leiva, Maite Barroso Lopez, Germán Cancio Meliá, B. Chardi Marco, Lionel Cons, Piotr Poznanski, Andrew Washbrook, Enrico Ferro, Alexander Holt:
Quattor: Tools and Techniques for the Configuration, Installation and Management of Large-Scale Grid Computing Fabrics. J. Grid Comput. 2(4): 313-322 (2004)
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