Books, Chapters of Books

• J. Hernández, M. J. Ramírez, C. Ferri "Introducción a la Minería de Datos" © Prentice Hall / Addison-Wesley, ISBN 84 205 4091 9 (book web page).
• J. Hernández-Orallo, C. Ferri, N. Lachiche, P. A. Flach: ROC Analysis in Artificial Intelligence, 1st International Workshop, ROCAI-2004, Valencia, Spain, August 22, 2004 ROCAI 2004
  
• J. Hernández-Orallo, R. Blanco, C. Ferri, M.J Ramírez "Modelos en Minería de Datos: interpretación, combinación y adaptación" in Minería de Datos: Técnicas y Aplicaciones , Universidad de Castilla la Mancha, (ISBN 84-921873-7-9)
• V. Estruch, C. Ferri., J. Hernández-Orallo, M.J Ramírez "Aprendizaje de Árboles de Decisión Basados en Distancias", Tendencias de la Minería de Datos en España (ISBN 84-688-8442-1)
  
• P. Flach, H. Blockeel, C. Ferri., J. Hernández-Orallo, J. Struyf "Decision support for data mining; Introduction to ROC analysis and its applications" in Data Mining and Decision Support: Integration and Collaboration, Kluwer Publishers. ISBN 1-4020-7388-7.2003.

International Journals

• J. Hernández-Orallo, C. Ferri, N. Lachiche, P. Flach: The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004). SIGKDD Explorations 6(2): 159-161 (2004)
  
• C.Ferri "Declarative Learning of Multi-Paradigm Models"(Abstract of PhD Thesis) AI Communications,7(2): 95-97 (2004). IOS Press, 2004 © IOS Press.
• D. Ballis, M. Falaschi, C. Ferri, J. Hernández-Orallo, M. J. Ramírez-Quintana: Cost-sensitive diagnosis of declarative programs. Electr. Notes Theor. Comput. Sci. 86(3): (2003)
  
• C.Ferri, J. Hernández, M.J. Ramírez "Aprendizaje Automático de Programas Lógico-Funcionales" in Revista Iberoamericana de Inteligencia Artificial, Asociación Española para la Inteligencia Artificial (A.E.P.I.A), Volume 11, pages 27-38. 2000. PS
• M. Alpuente, M. Falaschi, C. Ferri, G. Moreno, G. Vidal "Transformación de programas declarativos usando la aproximación "reglas + estrategias"" in Revista Iberoamericana de Inteligencia Artificial, Asociación Española para la Inteligencia Artificial (A.E.P.I.A), Volume 8, pages 27-35. 1999. PS

International Conferences

• V. Estruch, C. Ferri, J. Hernández-Orallo, M. J. Ramírez-Quintana: Distance Based Generalisation. 15th International Conference, ILP 2005: 87-102, 2005 Best Student Paper Award
  
• V. Estruch, C. Ferri, J. Hernández-Orallo, M. J. Ramírez-Quintana: Web Categorisation Using Distance-Based Decision Trees. First International Workshop on Automated Specification and Verification of Web Sites (WWV 2005): 77-82, 2005
  
• C. Ferri, P. Flach, J. Hernández-Orallo "Delegating Classifiers" in Proc. of 21th International Conference on Machine Learning, ICML'04, Omnipress, 2004. PDF
• V. Estruch, C.Ferri, J. Hernández, M.J. Ramírez "Bagging Decision Multi-trees" in Proc. of 5th International Workshop on Multiple Classifiers Systems, MCS04, LNCS, Springer Verlag, Vol , pages , 2004. PS
• C. Ferri, J. Hernández-Orallo, M.A. Salido "Volume under the ROC Surface for Multi-Class Problems" in Proc. of 14th European Conference on Machine Learning, ECML'03, LNAI Springer Verlag, Vol 2837, pages 108-120, 2003. PDF
• C. Ferri, P. Flach, J. Hernández-Orallo "Improving the AUC of Probabilistic Estimators Trees" in Proc. of 14th European Conference on Machine Learning, ECML'03, LNAI Springer Verlag, Vol 2837, pages 121-132, 2003. PDF
• V. Estruch, C.Ferri, J. Hernández, M.J. Ramírez "Mimetic Classifiers" in Proc. of Conference on Machine Learning and Data Mining, MLDM'03, LNAI Springer Verlag, Vol , pages , 2003. PS
• V. Estruch, C.Ferri, J. Hernández, M.J. Ramírez "Beam Search Extraction and Forgetting strategies on Shared Ensembles" in Proc. of 4th International Workshop on Multiple Classifiers Systems, MCS03, LNCS, Springer Verlag, Vol , pages , 2003. PS
• D. Ballis, M. Falaschi, C. Ferri, J. Hernández and M. Ramírez  "Cost-sensitive diagnosis of declarative programs" In Proc. of the 12th Int'l Workshop on Functional and (Constraint) Logic Programming (WFLP'03) Electronic Notes on Theoretical Computer Science, volume 86(4). © Elsevier Available: Abstract / Postscript / PDF / BibTeX entry
• C. Ferri, P. Flach, J. Hernández-Orallo "Learning Decision Trees Using the Area Under the Roc Curve" in Proc. of 19th International Conference on Machine Learning, ICML'02, Morgan Kaufmann, pages 139-146, 2002. PDF
• V. Estruch, C.Ferri, J. Hernández, M.J. Ramírez "A Multi-purpose Learning System" in  Proc. of Logics in Artificial Intelligence, European Conference, JELIA 2002, LNCS, Springer Verlag, Vol 2424, pages 529-532, 2002. PS
• V. Estruch, C.Ferri, J. Hernández, M.J. Ramírez "Shared Ensemble Learning using Multi-trees" in  Proc. of Advances in Artificial Intelligence, IBERAMIA 02, 8th Ibero-American Conf. on A.I., LNCS, Springer Verlag, Vol 2527, pages 204-213, 2002. PS
• C.Ferri, J. Hernández, M.J. Ramírez "From Ensemble Methods to Comprehensible Models" in  Proc. of Discovery Science, 5th International Conference, DS 2002. LNCS, Springer Verlag, Vol 2534, pages 165-177, 2002. PS
• C.Ferri, J. Hernández, M.J. Ramírez "Induction of Decision Multi-Trees using Levin Search" in  Proc. of Computational Science - ICCS 2002, International Conference. LNCS, Springer Verlag, Vol 2329, pages 166-175, 2002. PS
• C.Ferri, J. Hernández, M.J. Ramírez "Incremental Learning of Functional Logic Programs" in  Proc. of Functional and Logic Programming, 5th International Symposium, FLOPS 2001. LNCS, Springer Verlag, Vol 2024, pages 233-247, 2001. PS
• E. Albert, C.Ferri, F. Steiner, G. Vidal "Improving Functional Logic Programs by Difference-Lists" in  Proc. of Advances in Computing Science - ASIAN 2000, 6th Asian Computing Science Conf. LNCS, Springer Verlag, Vol 1962, pages 237-254, 2000. PS

International Workshops

• C. Ferri, J. Hernández-Orallo: Cautious Classifiers. 1st International Workshop, ROCAI-2004: 27-36, 2004
  
• M. A. Salido, F. Barber, C. Ferri, J. Hernandez-Orallo "Aplicación de CSPs no Binarios al Análisis ROC" in Workshop sobre Planificación, Scheduling y Razonamiento Temporal, 2003
  
• V. Estruch, C.Ferri, J. Hernández, M.J. Ramírez "Re-designing Cost-Sensitive Decision Tree Learning" in Workshop de mineria de datos y Aprendizaje, IBERAMIA 2002, pages 33-42, 2002
• V. Estruch, C.Ferri, J. Hernández, M.J. Ramírez "Un Sistema para la Extracción de Conocimiento en Bioinformática" in Workshop Bioinformatics and Artificial Intelligence (BEIA' 02), IBERAMIA 2002 pages 77-87, 2002
• C.Ferri, J. Hernández, M.J. Ramírez "Trees for the Learning of Functional Logic Programs" in Proc. of Joint Conference on Declarative Programming, AGP’01, 2001
• C.Ferri, J. Hernández, M.J. Ramírez "Learning MDL-guided Decision Trees for Constructor-Based Languages" in Proc. of 11th International Conference on Inductive Logic Programming (poster session),  ILP’01, 2001
• C.Ferri, J. Hernández, M.J. Ramírez "Universal Learning of Classes from Sparse and Non-uniform Evidence" in Proc. of 10th International Conference on Inductive Logic Programming (poster session),  ILP’01, 2000
• C.Ferri, J. Hernández, M.J. Ramírez "Learning functional logic classification concepts from databases" in Proc. of 9th International Workshop on Functional and Logic Programming, WFLP’00, 2000
• E. Albert, C.Ferri, F. Steiner, G. Vidal "List-Processing Optimizations in a Multi-Paradigm Declarative Language" in Proc. of 9th International Workshop on Functional and Logic Programming, WFLP’00, 2000
• E. Albert, C.Ferri, F. Steiner, G. Vidal "A difference-list transformation for functional logic languages" in Proc. of Workshop "Programmiersprachen und Rechenkonzepte",2000

PhD Thesis

• C. Ferri "Declarative Learning of Multi-Paradigm Models" Supervised by J. Hernàndez-Orallo, and M. J. Ramírez-Quintana. Universitat Politecnica de València. 2003. PS  Abstract  Bibtex

Technical Reports

• C. Ferri, P. Flach, J. Hernández "Decision Trees for Ranking: Effect of new smoothing methods, new splitting criteria and simple pruning methods." Technical report DSIC 2003, UPV, 2003 PDF
• C. Ferri, J. Hernández, M. Salido  "Volume Under the ROC Surface for Multi-class Problems. Exact Computation and Evaluation of Approximations" Technical report DSIC 2003, UPV, 2003 PDF
• E. Albert, C. Ferri, F. Steiner, G. Vidal "List-Processing Optimizations in a Multi-Paradigm Declarative Language" Technical report DSIC, UPV, 2000 DVI
• E. Albert, C. Ferri, F. Steiner, G. Vidal  "A List-Processing Optimizer for Curry"  Technical report DSIC, UPV, 2000 PS
• M. Alpuente, M. Falaschi, C. Ferri, G. Moreno, G. Vidal, I. Ziliotto "SYNTH User's Manual" Technical report DSIC/16/99, UPV, 1999. PS