Ricard Gavaldà
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Learning from time-changing data with adaptive windowing
A Bifet, R Gavalda
Proceedings of the 2007 SIAM International Conference on Data Mining, 443-448, 2007
10672007
New ensemble methods for evolving data streams
A Bifet, G Holmes, B Pfahringer, R Kirkby, R Gavaldà
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
6412009
Early drift detection method
M Baena-Garcıa, J del Campo-Ávila, R Fidalgo, A Bifet, R Gavalda, ...
Fourth international workshop on knowledge discovery from data streams 6, 77-86, 2006
6142006
Adaptive learning from evolving data streams
A Bifet, R Gavaldà
International Symposium on Intelligent Data Analysis, 249-260, 2009
3482009
Adaptive parameter-free learning from evolving data streams
A Bifet, R Gavalda
Conf. Advances in Intelligent Data Analysis VIII, 8th Int. Symp. on …, 2009
348*2009
Towards energy-aware scheduling in data centers using machine learning
JL Berral, Í Goiri, R Nou, F Julià, J Guitart, R Gavaldà, J Torres
Proceedings of the 1st International Conference on energy-Efficient …, 2010
3082010
Oracles and queries that are sufficient for exact learning
NH Bshouty, R Cleve, R Gavaldà, S Kannan, C Tamon
Journal of Computer and System Sciences 52 (3), 421-433, 1996
2161996
Adaptive sampling methods for scaling up knowledge discovery algorithms
C Domingo, R Gavaldà, O Watanabe
Data Mining and Knowledge Discovery 6 (2), 131-152, 2002
1192002
Machine Learning for Data Streams: with Practical Examples in MOA
A Bifet, R Gavaldà, G Holmes, B Pfahringer
MIT Press, 2018
1092018
Energy-efficient and multifaceted resource management for profit-driven virtualized data centers
Í Goiri, JL Berral, JO Fitó, F Julià, R Nou, J Guitart, R Gavaldà, J Torres
Future Generation Computer Systems 28 (5), 718-731, 2012
992012
Algorithms for learning finite automata from queries: A unified view
JL Balcázar, J Díaz, R Gavalda, O Watanabe
Advances in Algorithms, Languages, and Complexity, 53-72, 1997
971997
Mining frequent closed graphs on evolving data streams
A Bifet, G Holmes, B Pfahringer, R Gavaldà
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
922011
Adaptive on-line software aging prediction based on machine learning
J Alonso, J Torres, JL Berral, R Gavalda
Dependable Systems and Networks (DSN), 2010 IEEE/IFIP International …, 2010
912010
Kalman filters and adaptive windows for learning in data streams
A Bifet, R Gavalda
International Conference on Discovery Science, 29-40, 2006
912006
Reducing wasted resources to help achieve green data centers
J Torres, D Carrera, K Hogan, R Gavaldà, V Beltran, N Poggi
Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International …, 2008
752008
Adaptive scheduling on power-aware managed data-centers using machine learning
JL Berral, R Gavalda, J Torres
Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid …, 2011
732011
Online techniques for dealing with concept drift in process mining
J Carmona, R Gavaldà
Advances in Intelligent Data Analysis XI, 90-102, 2012
702012
Computational power of neural networks: a characterization in terms of Kolmogorov complexity
JL Balcázar, R Gavalda, HT Siegelmann
IEEE Transactions on Information Theory 43 (4), 1175-1183, 1997
671997
Improving adaptive bagging methods for evolving data streams
A Bifet, G Holmes, B Pfahringer, R Gavalda
Asian Conference on Machine Learning, 23-37, 2009
662009
Adaptive distributed mechanism against flooding network attacks based on machine learning
JL Berral, N Poggi, J Alonso, R Gavalda, J Torres, M Parashar
Proceedings of the 1st ACM workshop on Workshop on AISec, 43-50, 2008
512008
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