| 2009 | ||
|---|---|---|
| 59 | Ricard Gavaldà, Gábor Lugosi, Thomas Zeugmann, Sandra Zilles: Algorithmic Learning Theory, 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009. Proceedings Springer 2009 | |
| 58 | Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Ricard Gavaldà: Improving Adaptive Bagging Methods for Evolving Data Streams. ACML 2009: 23-37 | |
| 57 | Ricard Gavaldà, Denis Thérien: An Algebraic Perspective on Boolean Function Learning. ALT 2009: 201-215 | |
| 56 | Albert Bifet, Ricard Gavaldà: Adaptive XML Tree Classification on Evolving Data Streams. ECML/PKDD (1) 2009: 147-162 | |
| 55 | Albert Bifet, Ricard Gavaldà: Adaptive Learning from Evolving Data Streams. IDA 2009: 249-260 | |
| 54 | Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Ricard Gavaldà: New ensemble methods for evolving data streams. KDD 2009: 139-148 | |
| 53 | Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres: Self-adaptive utility-based web session management. Computer Networks 53(10): 1712-1721 (2009) | |
| 52 | Ramon Ferrer-i-Cancho, Ricard Gavaldà: The frequency spectrum of finite samples from the intermittent silence process. JASIST 60(4): 837-843 (2009) | |
| 2008 | ||
| 51 | Josep Lluis Berral, Nicolas Poggi, Javier Alonso, Ricard Gavaldà, Jordi Torres, Manish Parashar: Adaptive distributed mechanism against flooding network attacks based on machine learning. AISec 2008: 43-50 | |
| 50 | Jorge Castro, Ricard Gavaldà: Towards Feasible PAC-Learning of Probabilistic Deterministic Finite Automata. ICGI 2008: 163-174 | |
| 49 | Jordi Torres, David Carrera, Kevin Hogan, Ricard Gavaldà, Vicenç Beltran, Nicolas Poggi: Reducing wasted resources to help achieve green data centers. IPDPS 2008: 1-8 | |
| 48 | Albert Bifet, Ricard Gavaldà: Mining adaptively frequent closed unlabeled rooted trees in data streams. KDD 2008: 34-42 | |
| 2007 | ||
| 47 | Albert Bifet, Ricard Gavaldà: Learning from Time-Changing Data with Adaptive Windowing. SDM 2007 | |
| 46 | Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres: Web Customer Modeling for Automated Session Prioritization on High Traffic Sites. User Modeling 2007: 450-454 | |
| 2006 | ||
| 45 | Albert Bifet, Ricard Gavaldà: Kalman Filters and Adaptive Windows for Learning in Data Streams. Discovery Science 2006: 29-40 | |
| 44 | Ricard Gavaldà, Philipp W. Keller, Joelle Pineau, Doina Precup: PAC-Learning of Markov Models with Hidden State. ECML 2006: 150-161 | |
| 43 | Ricard Gavaldà, Pascal Tesson, Denis Thérien: Learning expressions and programs over monoids. Inf. Comput. 204(2): 177-209 (2006) | |
| 42 | Ricard Gavaldà, Eiji Takimoto: Foreword. Theor. Comput. Sci. 364(1): 1-2 (2006) | |
| 2005 | ||
| 41 | Víctor Dalmau, Ricard Gavaldà, Pascal Tesson, Denis Thérien: Tractable Clones of Polynomials over Semigroups. CP 2005: 196-210 | |
| 40 | Ricard Gavaldà: An Algebraic View on Exact Learning from Queries. CiE 2005: 150-151 | |
| 39 | Víctor Dalmau, Ricard Gavaldà, Pascal Tesson, Denis Thérien: Tractable Clones of Polynomials over Semigroups Electronic Colloquium on Computational Complexity (ECCC)(059): (2005) | |
| 2004 | ||
| 38 | Maria Luisa Bonet, Carlos Domingo, Ricard Gavaldà, Alexis Maciel, Toniann Pitassi: Non-Automatizability of Bounded-Depth Frege Proofs. Computational Complexity 13(1-2): 47-68 (2004) | |
| 2003 | ||
| 37 | Ricard Gavaldà, Klaus P. Jantke, Eiji Takimoto: Algorithmic Learning Theory, 14th International Conference, ALT 2003, Sapporo, Japan, October 17-19, 2003, Proceedings Springer 2003 | |
| 36 | Ricard Gavaldà, Denis Thérien: Algebraic Characterizations of Small Classes of Boolean Functions. STACS 2003: 331-342 | |
| 2002 | ||
| 35 | Carlos Domingo, Ricard Gavaldà, Osamu Watanabe: Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms. Data Min. Knowl. Discov. 6(2): 131-152 (2002) | |
| 2001 | ||
| 34 | Ricard Gavaldà, Osamu Watanabe: Sequential Sampling Algorithms: Unified Analysis and Lower Bounds. SAGA 2001: 173-188 | |
| 33 | Ricard Gavaldà, Denis Thérien: Learning Expressions over Monoids. STACS 2001: 283-293 | |
| 32 | Albert Atserias, Nicola Galesi, Ricard Gavaldà: Monotone Proofs of the Pigeon Hole Principle. Math. Log. Q. 47(4): 461-474 (2001) | |
| 2000 | ||
| 31 | Albert Atserias, Nicola Galesi, Ricard Gavaldà: Monotone Proofs of the Pigeon Hole Principle. ICALP 2000: 151-162 | |
| 30 | Albert Atserias, Nicola Galesi, Ricard Gavaldà: Monotone Proofs of the Pigeon Hole Principle Electronic Colloquium on Computational Complexity (ECCC) 7(8): (2000) | |
| 1999 | ||
| 29 | Carlos Domingo, Ricard Gavaldà, Osamu Watanabe: Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms. Discovery Science 1999: 172-183 | |
| 28 | Maria Luisa Bonet, Carlos Domingo, Ricard Gavaldà, Alexis Maciel, Toniann Pitassi: Non-Automatizability of Bounded-Depth Frege Proofs. IEEE Conference on Computational Complexity 1999: 15-23 | |
| 27 | Ricard Gavaldà, Hava T. Siegelmann: Discontinuities in Recurrent Neural Networks. Neural Computation 11(3): 715-745 (1999) | |
| 26 | Ricardo A. Baeza-Yates, Ricard Gavaldà, Gonzalo Navarro, R. Scheihing: Bounding the Expected Length of Longest Common Subsequences and Forests. Theory Comput. Syst. 32(4): 435-452 (1999) | |
| 1998 | ||
| 25 | Carlos Domingo, Ricard Gavaldà, Osamu Watanabe: Practical Algorithms for On-line Sampling. Discovery Science 1998: 150-161 | |
| 24 | Carlos Domingo, Ricard Gavaldà, Osamu Watanabe: Practical algorithms for on-line sampling CoRR cs.LG/9809122: (1998) | |
| 1997 | ||
| 23 | José L. Balcázar, Josep Díaz, Ricard Gavaldà: Algorithms for Learning Finite Automata from Queries: A Unified View. Advances in Algorithms, Languages, and Complexity 1997: 53-72 | |
| 22 | José L. Balcázar, Ricard Gavaldà, Osamu Watanabe: Coding Complexity: The Computational Complexity of Succinct Descriptions. Advances in Algorithms, Languages, and Complexity 1997: 73-91 | |
| 21 | José L. Balcázar, Ricard Gavaldà, Hava T. Siegelmann: Computational power of neural networks: a characterization in terms of Kolmogorov complexity. IEEE Transactions on Information Theory 43(4): 1175-1183 (1997) | |
| 1996 | ||
| 20 | Nader H. Bshouty, Richard Cleve, Ricard Gavaldà, Sampath Kannan, Christino Tamon: Oracles and Queries That Are Sufficient for Exact Learning. J. Comput. Syst. Sci. 52(3): 421-433 (1996) | |
| 19 | José L. Balcázar, Josep Díaz, Ricard Gavaldà, Osamu Watanabe: An Optimal Parallel Algorithm for Learning DFA. J. UCS 2(3): 97-112 (1996) | |
| 1995 | ||
| 18 | Ricard Gavaldà, David Guijarro: Learning Ordered Binary Decision Diagrams. ALT 1995: 228-238 | |
| 17 | Nader H. Bshouty, Richard Cleve, Ricard Gavaldà, Sampath Kannan, Christino Tamon: Oracles and Queries That Are Sufficient for Exact Learning Electronic Colloquium on Computational Complexity (ECCC) 2(15): (1995) | |
| 16 | Ricard Gavaldà: Bounding the Complexity of Advice Functions. J. Comput. Syst. Sci. 50(3): 468-475 (1995) | |
| 1994 | ||
| 15 | José L. Balcázar, Josep Díaz, Ricard Gavaldà, Osamu Watanabe: An Optimal Parallel Algorithm for Learning DFA. COLT 1994: 208-217 | |
| 14 | Ricard Gavaldà: The Complexity of Learning with Queries. Structure in Complexity Theory Conference 1994: 324-337 | |
| 13 | Joaquim Gabarró, Ricard Gavaldà: An Approach to Correctness of Data Parallel Algorithms. J. Parallel Distrib. Comput. 22(2): 185-201 (1994) | |
| 12 | Osamu Watanabe, Ricard Gavaldà: Structural Analysis of Polynomial-Time Query Learnability. Mathematical Systems Theory 27(3): 231-256 (1994) | |
| 11 | José L. Balcázar, Josep Díaz, Ricard Gavaldà, Osamu Watanabe: The Query Complexity of Learning DFA. New Generation Comput. 12(4): 337-358 (1994) | |
| 1993 | ||
| 10 | José L. Balcázar, Ricard Gavaldà, Hava T. Siegelmann, Eduardo D. Sontag: Some Structural Complexity Aspects of Neural Computation. Structure in Complexity Theory Conference 1993: 253-265 | |
| 9 | Ricard Gavaldà: A Positive Relativization of Polynomial Time Versus Polylog Space. Inf. Process. Lett. 46(3): 119-123 (1993) | |
| 8 | Ricard Gavaldà, Osamu Watanabe: On the Computational Complexity of Small Descriptions. SIAM J. Comput. 22(6): 1257-1275 (1993) | |
| 1992 | ||
| 7 | José L. Balcázar, Josep Díaz, Ricard Gavaldà, Osamu Watanabe: A Note on the Query Complexity of Learning DFA (Extended Abstract). ALT 1992: 53-62 | |
| 6 | Joaquim Gabarró, Ricard Gavaldà: Correctness of flat data parallel algorithms: an axiomatic approach and examples. PARLE 1992: 955-956 | |
| 5 | Ricard Gavaldà: Bounding the Complexity of Advice Functions. Structure in Complexity Theory Conference 1992: 249-254 | |
| 1991 | ||
| 4 | Ricard Gavaldà, Osamu Watanabe: On the Computational Complexity of Small Descriptions. Structure in Complexity Theory Conference 1991: 89-101 | |
| 3 | Ricard Gavaldà, José L. Balcázar: Strong and Robustly Strong Polynomial-Time Reducibilities to Sparse Sets. Theor. Comput. Sci. 88(1): 1-14 (1991) | |
| 1990 | ||
| 2 | Ricard Gavaldà, Leen Torenvliet, Osamu Watanabe, José L. Balcázar: Generalized Kolmogorov Complexity in Relativized Separations (Extended Abstract). MFCS 1990: 269-276 | |
| 1988 | ||
| 1 | Ricard Gavaldà, José L. Balcázar: Strong and Robustly Strong Polynomial Time Reducibilities to Sparse Sets. MFCS 1988: 300-308 | |