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International Journal and Conference Papers

2006:

• Estruch, V; Ferri-Ramírez, C.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. Some results about generalisation of graphs embedded in metric spaces. DSIC, 2006.

• Estruch, V; Ferri-Ramírez, C.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. On the relationship between distance and generalisation. DSIC, 2006.

2005:

• Estruch, V; Ferri-Ramírez, C.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. Distance Based Generalisation, Best Student Paper,15th International Conference on Inductive Logic Programming, LNCS vol 3625, pp: 87-102, 2005.
  

• Estruch, V;Ferri-Ramírez, C.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. Web Categorisation Using Distance-Based Decision Trees, First International Workshop on Automated Specification and Verification of Web Sites, pp: 77-82, 2005.

• Blanco, R.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. Knowledge Acquisition through Machine Learning: Minimising Expert’s Effort, Fourth International Conference on Machine Learning and Applications (ICMLA'05), IEEE, pp: 49-54, 2005.

• Alapont, J; Bella, A; Ferri-Ramírez, C.; Hernández-Orallo, J.; Llopis, J.D; Ramirez-Quintana, M.J. Specialised tools for automating data mining for hospital management, First European Conference on Health Care Modelling and Computation, pp: 7-19, 2005.

• Blanco, R.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. La técnica mimética en ausencia de datos originales: aprendizaje y revision de modelos, III Taller de Minería de Datos y Aprendizaje, TAMIDA’2005, pp: 213-222, 2005.

• Estruch, V;Ferri-Ramírez, C.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. A survey of (pseudo-distance) functions for structured data, III Taller de Minería de Datos y Aprendizaje, TAMIDA’2005, pp: 233-242, 2005.

2004:

• Hernández-Orallo, J.; Ramirez-Quintana, M.J.; Ferri, C. “Introducción a la Minería de Datos” Prentice Hall / Addison-Wesley, to appear 2004. More Info: (Associated webpage).

• Estruch, V; Feri, C.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. “Bagging Decision Multitrees” in “Fifth Workshop on Multiple Classifier Systems (MCS2004)”, Lecture Notes in Artificial Intelligence (LNAI) series, vol. 3077, pp: 41-51, Springer 2004.

• Blanco, R.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. "Analysing the Trade-off between Comprehensibility and Accuracy in Mimetic Models", Discovery Science , Springer, LNAI vol. 3245, pp: 338-346, 2004.

• Estruch, V; Feri, C.; Hernández-Orallo, J.; Ramirez-Quintana, M.J. “Aprendizaje de Árboles de Decisión Basados en Distancias” in"Tendencias de la Minería de Datos en España”, ISBN: 84-688-8442-1,  pp: 425-436, 2004.
  

• Blanco, R.;  Hernández-Orallo, J.; Ramirez-Quintana, M.J.  “El Método Mimético, una Alternativa para la Comprensibilidad de Modelos de “Caja Negra” in"Tendencias de la Minería de Datos en España”, ISBN: 84-688-8442-1,  pp: 391-402, 2004.

2003:

• Estruch, V; Ferri, C;  Hernández-Orallo, J.; Ramirez-Quintana, M.J. "Simple Mimetic Classifiers", “IAPR International Conference on Machine Learning and Data Mining” (MLDM2003)”, Lecture Notes in Artificial Intelligence (LNAI) series, vol pp:, Springer, 2003.
• Estruch, V; Ferri, C; Hernández-Orallo, J.; Ramirez-Quintana, M.J. “Beam Search Extraction and Forgetting Strategies on Shared Ensembles” in “Fourth Workshop on Multiple Classifier Systems (MCS2003)”, Lecture Notes in Artificial Intelligence (LNAI) series, vol. 2709, pp: 206-216, 2003.
• Ballis, Demis; Falaschi, Moreno;Ferri, Cèsar;  Hernández-Orallo, J.; Ramirez-Quintana, M.J. “Cost-Sensitive Debugging of Declarative Programs” in “12th Workshop on Functional and (Constraint) Logic Programming” WFLP’03, appeared in Electronic Notes in Theoretical Computer Science (ENTCS) series, Elsevier 2003.

2002:

• Ferri, Cèsar; Hernández-Orallo, José; Ramírez-Quintana, M.José“Induction of Decision Multi-Trees using Levin Search” in Sloot, P.M.A.; Tan, C.J.K.; Dongarra, J.; Hoekstra, A.G. (eds.) “The 2002 Intl. Conference on Computational Science”, ICCS2002, Lecture Notes in Computer Science (LNCS) series, Vol.: 2329,166-175, Springer 2002.

• Estruch, Vicent; Ferri, Cèsar; Hernández-Orallo, José; Ramírez-Quintana, M.José  “SMILES: A Multi-purpose Learning System” Flesca, S.; Greco, S.; Leone, N.; Ianni, G. (eds.) “Logics in Artificial Intelligence” JELIA, Lecture Notes in Artificial Intelligence of the Lecture Notes in Computer Science (LNCS) series, Vol.: 2424, 529-532, Springer 2002.

• Ferri, Cèsar; Hernández-Orallo, José; Ramírez-Quintana, M.José  “From Ensemble Methods to Comprehensible Models” Lange, S.; Satoh, K.; Smith, C.H. (eds.) “5th International Conference on Discovery Science” DS’2002, Lecture Notes in Artificial Intelligence (LNAI) series, Vol. 2534, 165-177, Springer 2002.
  

• Estruch, Vicent; Ferri, Cèsar; Hernández-Orallo, José; Ramírez-Quintana, M.José “Shared Ensemble Learning Using Multi-trees” F.J. Garijo, J.C. Riquelme, M. Toro (eds.) “Advances in Artificial Intelligence, IBERAMIA 2002". Lecture Notes in Artificial Intelligence (LNAI) series, LNAI, 2527, 204-213, Springer 2002.

• Estruch, Vicent; Ferri, Cèsar;Hernández-Orallo, José; Ramírez-Quintana, M.José Herrera, F.; Riquelme, J.C.; Aguilar, J.S. Workshop of “Data Mining and Learning” in the “VIII Conferencia Iberoamericana de Inteligencia Artificial”, Iberamia’2002, Universidad de Sevilla, pp. 33-42, 2002, ISBN: 84-95499-88-6.
  

• Estruch, Vicent; Ferri, Cèsar;Hernández-Orallo, José; Ramírez-Quintana, M.José “Un Sistema para la Extracción de Conocimiento en Bioinformática” in Coltell, O.; Chalmeta, R.; Corella, D. Workshop of “Bioinformatics and Artificial Intelligence” in the “VIII Conferencia Iberoamericana de Inteligencia Artificial” Iberamia’2002, pp. 77-87, Universitat Jaume I, ISBN: 84-688-0097-X, 2002.

2001:

 
• Hernández-Orallo, José; Ramirez-Quintana, M.J. Predictive Software, Automated Software Engineering, Kluwer Academic Publishers, Dordrecht, Vol. 8, nº2, 2001,
• Ferri-Ramírez, Cèsar; Hernández-Orallo, José; Ramirez-Quintana, M.J. Incremental learning of Functional Logic Programs, presented in Fifth International Symposium on Functional and Logic Programming, Tokyo, Japan (FLOPS'2001) appeared in Kuchen, H.; Ueda, K. (ed.) "Functional and Logic Programming" Volume 2024, pp. 233 -247,  of the Lecture Notes in Computer Science (LNCS) series, Springer-Verlag 2001.
• Ferri-Ramírez, Cèsar; Hernández-Orallo, José; Ramirez-Quintana, M.J. Learning MDL-guided Decision Trees for Constructor-Based Languages, presented in the Work-in-Progress track of the 11th International Conference on Inductive Logic Programming (ILP2001), September 8-9, 2001, Strasbourg, France
• Ferri-Ramírez, Cèsar; Hernández-Orallo, José; Ramirez-Quintana, M.J. AND/OR Trees for the Learning of Functional Logic Programs, in Pereira, L.M.; Quaresma, P.; (eds) Proceedings of the 2001 Joint Conference of Declarative Programming, APPIA-GULP-PRODE'01, pp. 329-342 Evora, Portugal, September 26-28, 2001

2000:

• Ferri-Ramírez, Cèsar; Hernández-Orallo, José; Ramirez-Quintana, M.J. Aprendizaje de Programas Lógico Funcionales, Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial. Vol. nº 20, 34-52, ISSN: 1137-3601

• Hernández-Orallo, José; Ramirez-Quintana, M.J. Software as Learning: Quality Factors and Life-Cycle Revised (English, 15 pp.), presented in Foundational Aspects of Software Engineering, Berlin (FASE'2000 / ETAPS'2000) appeared in Tom Maibaum (ed.) "Fundamental Approaches to Software Engineering" Volume 1783, pp. 147-162,  of the Lecture Notes in Computer Science (LNCS) series, Springer-Verlag 2000.

• Ferri-Ramírez, Cèsar; Hernández-Orallo, José; Ramirez-Quintana, M.J. Universal Learning of Classes from sparse and non-uniform evidence  presented in the Work-in-Progress track of the Tenth International Conference on Inductive Logic Programming (ILP2000), July 24-27, 2000, London

• Ferri-Ramírez, Cèsar; Hernández-Orallo, José; Ramirez-Quintana, M.J. Learning functional logic classification concepts from databases  presented in 9th International Workshop on Functional and Logic Programming (WFLP'2000).

• Hernández-Orallo, José; Ramirez-Quintana, M.J. The role of induction in (semi-)automated software life-cycles presented in 9th International Workshop on Functional and Logic Programming (WFLP'2000).

• Hernández-Orallo, José; Ramirez-Quintana, M.J. A Strong Complete Schema for Inductive Functional Logic Programming (English, 11 pp.), presented at ILP'99, Bled, Eslovenia, published in Dzeroski, S.; Flach, P. (eds) "Inductive Logic Programming" Volume 1634 of the Lecture Notes in Artificial Intelligence (LNAI) series, pp. 116-127, Springer-Verlag 1999.

• Hernández-Orallo, José; Ramirez-Quintana, M.J. Inductive Functional Logic Programming (English, 11 pp.), presented in the 8th International Workshop on Functional and Logic Programming Grenoble, France, 28-30 June 1999 (WFLP'99) 1999.

• Hernández-Orallo, José; Ramirez-Quintana, M.J. Inverse Narrowing (English, 12 pp.), presented at CPD "4th Advanced Seminar on Foundations of Declarative Programming" Valencia, Spain, 15-16 de juny, 1998
(Abstract in HTML), (dvi), (PostScript), (Gzipped PostScript)
• Hernández-Orallo, José; Ramirez-Quintana, M.J. Induction of Functional Logic Programs (English, 7 pp.), Lloyd (Ed) Proceedings of the JICSLP'98 CompulogNet Area Meeting on Computational Logic and Machine Learning, pp. 49-55, 1998 Manchester 20 jun 1998
(Abstract in HTML), (dvi), (PostScript), (Gzipped PostScript)
• Hernández-Orallo, José; Ramirez-Quintana, M.J. Inverse Narrowing for the Inductive Inference of Functional Logic Programs (English, 14 pp.), in Freire-Nistal, J.L.; Falaschi, M.; Vilares-Ferro, M. (eds) Proceedings of the 1998 Joint Conference of Declarative Programming, APPIA-GULP-PRODE'98, pp. 379-392 A Coruna, Spain, July 20-23, 1998
(Abstract in HTML), (dvi), (PostScript), (Gzipped PostScript)

• Papers of the ELP group here.