Publications
·
Support Vector Machines.
- Feature Selection for Support
Vector Machines by Alignment with Ideal Kernel (Neus Català and Mario
Martin).
Technical Report LSI-07-48-R. 2007.
- On-Line Support Vector Machine Regression (Mario Martin)
In Proceedings of the 13th European
Conference on Machine Learning (ECML 2002).
- On-line Support Vector Machines for Function Approximation. (Mario Martin).
Technical Report LSI-02-11-R 2002.
·
Learning for Information Extraction.
- A portable method for acquiring information extraction patterns without annotated corpora. (Neus Català, Nuria Castell and Mario Martin).
Natural Language Engineering 9(2), 151-179, 2003.
- Essence: A Portable Methodology for Acquiring Information Extraction Patterns. (Neus Català, Nuria Castell and Mario Martin).
In Proceedings of the 14th European Conference on Artificial Intelligence (ECAI 2000). [Berlin (Deutchsland), 2000].
- Using ESSENCE for Acquiring Information Extraction Patterns. (Neus Català, Nuria Castell and Mario Martin).
Technical Report LSI-00-65-R. 2000.
·
Learning Generalized Polices.
(Mario Martin and Hector Geffner), Applied
Intelligence 20 (1) , 9-19, 2004
- Learning generalized policies in planning using concept languages. (Mario Martin and Hector Geffner).
In Proceedings of the Seventh Internatinal Conference on Knowledge Representation and Reasoning (KR 2000), Morgan Kaufmann. [Colorado (EUUU), 2000].
·
Behavior Learning by Reinforcement.
- Reinforcement Learning for Embedded
Agents facing Complex Tasks (main part) and appendixes and bibliography Ph.D. Thesis. Approved in June 1998. Click here for multimedia related to
this work.
- Learning to Solve Complex Tasks by
reinforcement: A New Algorithm. (Mario
Martin and Ulises Cortés). Technical Report LSI-95-14-R, 1995. Also
available from the LSI Technical Report Archive.
- Animats Adaptation to Complex
Environments as Learning Guided by Evolution. (Mario Martin, Marius Garcia and Ulises
Cortés). Technical Report LSI-95-13-R, 1995. Also available from the LSI
Technical Report Archive.
- Learning to Solve Complex Tasks for Reactive Systems (Extended Abstract) (Mario Martin and Ulises Cortés). Proceedings of ECML-95. LNCS, Springer-Verlag. [Heraklion (Greece), 1995].
- A Developmental Approach to Integrated Architectures. (Mario Martin and Ulises Cortés). In Proceedings of the Workshop on Integrated Learning Architectures in the ECML-93. [Wien (Austria), 1993].
- Desarrollo de
arquitecturas basadas en sociedades de agentes. (Mario Martin and
Ulises Cortés). Proceedings of the "III Congreso Iberoamericano de
Inteligencia Artificial" IBERAMIA 92, pags 349-361. [
·
Unsupervised SBL-EBL Integration.
- Biasing Induction with Previous Knowledge
for Knowledge Acquisition in Imprecise Domains. (Mario Martin, Ramón Sanguesa
and Ulises Cortés). In Proceedings of the Eleventh International
Workshopon Expert Systems & Their Applications (
- Knowledge Acquisition Combining
Analytical and Empirical Techniques. (Mario Martin, Ramón Sanguesa and Ulises
Cortés). In Proceedings of the Eight International Workshop on Machine
Learning (ML91). Editors:
- A New Approach to Knowledge Acquisition:
Integrating Analytical and Empirical Techniques. (Mario Martin, Ramón
Sanguesa). Proceedings of the ICYCS'91. [
·
Unsupervised Conceptual Learning.
- LINNEO: Eina per l'ajut en la construcció de bases de coneixements en dominis poc estructurats. Master Thesis, presented at the "Universitat Politecnica de Catalunya", 1991.
- Metodología de adquisición de conocimientos basada en clasificaciones y caracterizaciones difusas. (Mario Martin and Ramón Sanguesa). In the book Nuevas Tendencias en Inteligencia Artificial. Editor: Anselmo del Moral, 1991.
- LINNEO: Herramientas para la adquisicion de conocimientos y generacion de reglas en dominios de clasificacion y diagnosis. (Mario Martin, Ramón Sanguesa and Ulises Cortés). Proceedings of the "II Congreso Iberoamericano de Inteligencia Artificial" IBERAMIA-90. [Morelia (Mexico), 1990].
- LINNEO: A Knowledge Acquisition Tool (Angels Hernández, Mario
Martin, Ramón Sanguesa and Ulises Cortés). Proceedings of the 2nd
Paneuropean Simposium on Applied Informatic. [
·
Fuzzy sets.
- Conceptual Connectivity by means of fuzzy
partitions.
(Josep Aguilar-Martin, Mario Martin and Nuria Piera). En Uncertainty
Management. Editors: M. Bouchon-Mounier, R. Yager and L. Zadeh.
Edited by Springer-Verlag (LNCS), 1992.
- Conceptual connectivity analysis by means of fuzzy partitions. (Josep Aguilar-Martin, Mario Martin and Nuria Piera). Proceeding of the "3rd International Procesing Management of Uncertainty", IPMU-90. [Paris (France), 1990].
