Here is a list of Jose
Hernandez-Orallo's publications
and manuscripts.
Documents are ordered by category
and
date (more recent first).
Those which are followed by ©
are protected, and, although they are as accurate as possible, they are
not authoritative copies of the published versions. When quoting or citing, please
refer to the published version.
Electronic versions are usually in
postscript, PDF or HTML. For postscript you can use Ghostview and for PDF you
can use Adobe
Acrobat Reader.
If a link to the electronic version
is missing, you can request a copy by e-mail.
(A more abridged publication profile can be found at DBLP
Bibliographic Server). A rough classification can be found at Computer
Science Bibliographies.
Other sources are: BibFinder,
The
Collection of CS Bibliographies
Publications:
Books, Book Chapters and Journal Papers:
- Hernández-Orallo,
José; Ramírez-Quintana,
M.José; Ferri, Cèsar “Introducción a la
Minería de Datos” Prentice
Hall / Addison-Wesley, to appear 2004. More Info: (Associated webpage).
- Flach,
Peter; Blockeel,
Hendrik; Ferri, Cèsar;
Hernández-Orallo, José; Struyf, Jan
“Decision Support for Data Mining: Introduction
to ROC analysis and its applications” book chapter in “Data Mining and
Decision Support”, Kluwer, to appear
2003.
- Hernández-Orallo,
José; Ramírez-Quintana,
M.José Predictive Software, Automated Software
Engineering, Kluwer Academic
Publishers, Dordrecht, Vol. 8, nº2, 2001. AVAILABLE: Preprint
version: (PDF ©).
- Hernández-Orallo, José
Review: Truth From Trash. How Learning Makes Sense, Artificial Intelligence, 124,
nº1, pp. 161-165, Elsevier,
2000, ISSN: 0004-3702.
- Hernández-Orallo,
José; Hernández-Orallo,
Enrique; Juan
Lizandra, M.Carmen; "C++ Estándar", International Thomson Learning
2001. More Info: (Associated webpage)
- Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José Aprendizaje de Programas Lógico
Funcionales, Inteligencia
Artificial. Revista Iberoamericana de Inteligencia Artificial. Vol.
nº 20, 34-52, 2000. ISSN: 1137-3601. AVAILABLE: Preprint
version: (PDF ©).
- Hernández-Orallo, José Computational
Measures of Information Gain and Reinforcement in Inference Processes,AI Communications, 13
(2000) 49-50, IOS
Press, ISSN: 09217126. AVAILABLE: Preprint version: (Zipped
Postscript
©). (Thesis
Abstract in HTML/Full Dissertation).
- Hernández-Orallo, José Constructive
Reinforcement Learning, International
Journal of Intelligent Systems, Volume 15, Issue 3, 2000. Pages:
241-264, Wiley, ISSN:
0884-8173. AVAILABLE:Preprint
version: (Abstract in HTML), (Gzipped
PostScript ©).
- Hernández-Orallo, José Beyond
the Turing Test, Journal of Logic,
Language and Information, Vol. 9 no. 4, pp. 447-466, Kluwer Academic Publishers, Dordrecht,
2000. AVAILABLE:
Preprint version: (Abstract in
HTML), (DVI ©), (Gzipped
PostScript ©).
- Hernández-Orallo, José; García-Varea, Ismael Explanatory
and Creative Alternatives to the MDL Principle, Foundations
of Science, 5(2), 2000, Kluwer,
ISSN: 1233-1821. AVAILABLE:Preprint
version: (Abstract in HTML), (Gzipped
PostScript ©).
- Hernández-Orallo, José A
Computational Definition of 'Consilience', Philosophica,
vol. 61: 901-920, 1998 (2000), ISSN: 0379-8402. AVAILABLE: Preprint
version: (Abstract in HTML), (Gzipped
PostScript ©).
- Hernández-Orallo, José,
Juan Lizandra, M.Carmen;
Minaya Collado, Neus; Monserrat
Aranda, Carlos; Extracción y Visualización de
Conocimiento en Bases de Datos Médicas, ACTA, Vol. 18,
49-58, 2000.
AVAILABLE: Preprint version: (PDF ©).
- Hernández-Orallo, José; Pinto, Javier:
Especificación
formal de protocolos criptográficos en Cálculo de
Situaciones, Novatica,
no. 143,
pp. 57-63, January-February 2000. AVAILABLE: Preprint
version: (Abstract in HTML), (Gzipped PostScript ©). Extended version
in English: (Abstract in HTML), (dvi), (Gzipped
PostScript).
- Juan Lizandra, M.Carmen; Monserrat Aranda, Carlos;
Hernández-Orallo, José: Imagen Médica.
Síntesis de Imagen Médica, ACTA, Vol. 11, pp.:44-55,
1999. AVAILABLE:(PDF ©).
- Hernández-Orallo,
José; Talens-Oliag, Sergio
¡Internet!
Redes de Computadores y Sistemas de Información (749 pp.),
International Thomson Publishers 1997, 2nd Edition 1998. More Info: (Description in HTML).
- Garcia-Varea,
Ismael; Hernández-Orallo, José: Java.
¿Un refugio para los expertos?, ACTA n.4, 69-76, 1997. AVAILABLE: (Abstract in HTML), (PDF ©)
- Hernández-Orallo, José: Internet
y la Divulgación Científica, ACTA n.2, pp, 9-18, oct
1996. AVAILABLE:(Abstract in HTML), (PDF ©).
- Hernández-Orallo, José;
Hernández-Orallo,
Enrique: Programación en C++ (444 pp.), Paraninfo 1993, Revised 2nd Edition
(467 pp.), Paraninfo 1995. More Info: (Description in HTML).
Doctoral Dissertation:
Conferences, Symposia and Workshops:
2004
- Ferri,
Cèsar; Flach, Peter;
Hernández-Orallo, José “Delegating Classifiers” “The 2004
International
Conference on Machine Learning”, to appear
- Estruch,
Vicent; Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José “Bagging Decision Multitrees” in “Fifth
Workshop on Multiple Classifier Systems (MCS2004)”, Lecture Notes in
Artificial Intelligence (LNAI) series, ISBN: ISSN: 0302-9743, Springer 2004, to appear
2003
- Ferri, Cèsar;
Hernández-Orallo, José; Salido,
Miguel Ángel "Volume
Under the ROC Surface for Multi-class Problems" in 14th European Conference on Machine Learning (ECML), Lecture Notes in
Artificial Intelligence (LNAI) series, ISBN: ISSN: 0302-9743, Springer 2003, to appear.
- Ferri, Cèsar;Flach, Peter;
Hernández-Orallo, José; “Improving the AUC of
Probabilistic Estimation Trees” in 14th European Conference on Machine Learning (ECML), Lecture Notes in
Artificial Intelligence (LNAI) series, ISBN: ISSN: 0302-9743, Springer 2003, to appear.
- Estruch,
Vicent; Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José "Simple Mimetic Classifiers", “IAPR International
Conference on Machine Learning and Data Mining” (MLDM2003)”, Lecture Notes in
Artificial Intelligence (LNAI) series, ISBN: ISSN: 0302-9743, Springer 2003, to appear. AVAILABLE: Preprint
version: (PDF ©), (Gzipped
PostScript ©).
- Estruch,
Vicent; Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José “Beam Search Extraction and Forgetting
Strategies
on Shared Ensembles” in “Fourth
Workshop on Multiple Classifier Systems (MCS2003)”, Lecture Notes in
Artificial Intelligence (LNAI) series, ISBN: ISSN: 0302-9743, Springer 2004. AVAILABLE: Preprint
version: (Gzipped
PostScript ©).
- Ballis,
Demis; Falaschi,
Moreno; Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José “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. AVAILABLE: Preprint
version: (Zipped
PostScript ©).
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. AVAILABLE: Preprint
version: (Gzipped
PostScript ©).
- 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. AVAILABLE: Preprint
version: (Zipped
PostScript ©).
- 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. AVAILABLE: Preprint
version: (Gzipped
PostScript ©).
- 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. AVAILABLE: Preprint
version: (Zipped PostScript ©).
- Ferri, Cèsar;Flach, Peter;
Hernández-Orallo, José “Learning Decision Trees
Using the Area Under the ROC Curve” in C. Sammut; A. Hoffman (eds.) “The 2002 International
Conference on Machine Learning”, IOS
Press, Morgan Kaufmann Publishers,
ISBN: 1-55860-873-7, pp.139-146, 2002. AVAILABLE: Preprint
version: (PDF ©) (Zipped
PostScript ©).
- Estruch,
Vicent; Ferri, Cèsar;Hernández-Orallo,
José; Ramírez-Quintana,
M.José “Re-designing
Cost-sensitive Decision Tree Learning” in 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. AVAILABLE: (PDF).
- 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. AVAILABLE: (PDF).
2001
- Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José Incremental Learning of Functional Logic
Programs, in Kuchen, H.; Ueda, K. (eds.) Fifth International
Symposium on Functional and Logic Programming (FLOPS2001), Waseda
University, Tokyo, Japan, March 7-9, 2001, Lecture Notes in
Computer Science (LNCS) series, Vol. 2024, pp. 233-247, 2001, ISBN
3-540-41739-7, ISSN: 0302-9743, Springer
2001.
AVAILABLE:
Preprint version: (Gzipped
PostScript ©).
- Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José “Learning MDL-guided Decision Trees for
Constructor-Based Languages” in 11th International
Conference on Inductive Logic Programming (ILP'2001), Work in
Progress Track, Research Report 2001/12, LSIIT, 64 Bld Brant, 67400
Illkirch, France.
AVAILABLE: (Gzipped
PostScript).
- Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José “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. AVAILABLE: (Gzipped
PostScript).
- Blesa,
Pedro; Hernández-Orallo, José “Un
almacén de datos para el análisis de los resultados
académicos de la U.P. Valencia” in "VI Jornadas de
Ingeniería del Software y Bases de Datos (JISBD´2001)",
Apuntes del Taller de “Almacenes de Datos y Tecnología OLAP”.
Almagro, 21-23 de noviembre de 2001. AVAILABLE: (PDF).
2000
- Hernández-Orallo, José; Ramírez-Quintana,
M.José Software as Learning: Quality Factors and
Life-Cycle Revised, 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 2000. AVAILABLE: Preprint
version: (Zipped PostScript ©).
- Hernández-Orallo, José
Induction
Confirmation Paradoxes and Reinforcement Propagation, appeared in
A. Aliseda and D. Pearce (eds) ECAI 2000 Workshop on
Scientific Reasoning in AI and Philosophy of Science, Berlin,
August
21, 2000, pp. 28-33. AVAILABLE: (Zipped
PostScript).
- Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José 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. AVAILABLE: (Gzipped
PostScript).
- Hernández-Orallo, José
On
The Computationl Measurement of Intelligence Factors, appeared in
A. Meystel Performance
Metrics for Intelligent Systems Workshop, National Institute of Standards and
Technology, Gaithersburg, MD, USA, August 14-16, 2000, pp. 1-8,
section XXI.
AVAILABLE: Preprint version: (Zipped
PostScript ©).
- Ferri, Cèsar;
Hernández-Orallo, José; Ramírez-Quintana,
M.José Learning functional logic classification
concepts from databases, presented in 9th International Workshop
on Functional and Logic Programming (WFLP'2000). AVAILABLE: (Zipped
PostScript).
- Hernández-Orallo, José; Ramírez-Quintana,
M.José The role of induction in (semi-)automated
software life-cycles presented in 9th International Workshop
on Functional and Logic Programming (WFLP'2000). AVAILABLE: (Zipped
PostScript).
1999
- Hernández-Orallo, José Unified
Gain Measures for Inference Processes, presented at the Joint Conference of the 5th
Barcelona Logic Meeting and the 6th Kurt Gödel Colloquium, pp.
24-28, Barcelona, June 16th-19th, 1999. AVAILABLE: (Abstract
in HTML).
- Hernández-Orallo, José; Ramírez-Quintana,
M.José A Strong Complete Schema for Inductive
Functional Logic Programming, 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 1999. AVAILABLE: Preprint
version: (Zipped
PostScript ©).
- Hernández-Orallo, José Universal
and Cognitive Notions of Part, 1999, presented in the 4th European
Congress on Systems Science (CES'99), Cognition and Artificial
Inelligence Session, Valencia 1999, published in Ferrer, L. et al.
(eds.) "Proceedings of 4th Systems Science European Congress", SESG,
pp.
711-722, ISBN: 84-7795-233-7, 1999. AVAILABLE: Preprint
version: (PDF ©).
- Hernández-Orallo,
José; Alamañac-Felipo,
Francisco Data Quality Measurements for KDD, 1999,
presented in the 4th European
Congress on Systems Science (CES'99), Data Mining Session, Valencia
1999, published in Ferrer, L. et al. (eds.) "Proceedings of 4th Systems
Science European Congress", SESG, pp. 699-710, ISBN: 84-7795-233-7,
1999. AVAILABLE: Preprint version: (Zipped PostScript ©).
- Hernández-Orallo, José; Ramírez-Quintana,
M.José Inductive Functional Logic Programming,
presented in the 8th
International Workshop on Functional and Logic Programming Grenoble,
France, 28-30 June 1999 (WFLP'99) 1999.
1998 and before
- Hernández-Orallo, José;
Minaya-Collado, N.: A Formal Definition of Intelligence Based
on
an Intensional Variant of Kolmogorov Complexity, Proceedings of the
International Symposium of Engineering of Intelligent Systems (EIS'98) ICSC Press 1998, pp.
146-163.
AVAILABLE: (Abstract in HTML), (Gzipped PostScript), (PDF)
- Hernández-Orallo, José; Ramírez-Quintana,
M.José Inverse Narrowing, presented at CPD
"4th Advanced Seminar on Foundations of Declarative Programming"
Valencia, Spain, 15-16 de juny, 1998. AVAILABLE: (Abstract
in HTML), (Gzipped PostScript).
- Hernández-Orallo, José; Ramírez-Quintana,
M.José Induction of Functional Logic Programs, Lloyd
(Ed) Proceedings of the JICSLP'98 CompulogNet Area Meeting on
Computational Logic and Machine Learning, pp. 49-55, 1998
Manchester
20 jun 1998. AVAILABLE:(Abstract
in HTML), (Gzipped
PostScript).
- Hernández-Orallo, José; Ramírez-Quintana,
M.José Inverse Narrowing for the Inductive Inference
of Functional Logic Programs, 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. AVAILABLE:(Abstract
in HTML), (dvi), (Gzipped
PostScript).
- Hernández-Orallo, José; García-Varea, Ismael Distinguishing
Abduction and Induction under Intensional Complexity, in Flach, P.;
Kakas, A. (eds.) European Conference of
Artificial Intelligence (ECAI'98) Workshop on Abduction
and Induction in AI, pp. 41-48, Brighton 1998. AVAILABLE: (Abstract in HTML), (Zipped
PostScript).
- Hernández-Orallo,
José Reinforcement Learning in Constructive Languages,
Proceedings of CCIA'98,
pp. 264-272, Tarragona, 21 - 23 d'octubre de 1998. AVAILABLE: (Abstract in HTML), (Zipped PostScript).
- Hernández-Orallo, José
Consilience
as Basis for Theory Formation, Proceedings of Model Based
Reasoning (MBR'98), Pavia, 17-19 december 1998. AVAILABLE: (Abstract
in HTML), (PDF).
- Hernández-Orallo,
José; García-Varea,
Ismael On Autistic Interpretations of Occam's Razor,
Proceedings of Model
Based Reasoning (MBR'98), Pavia, 17-19 december 1998. AVAILABLE:(Abstract in HTML), (dvi), (Gzipped PostScript)
Technical Reports and Unpublished Manuscripts:
- Ferri, Cèsar;
Hernández-Orallo, José; Salido,
Miguel Ángel Volume
Under the ROC Surface for Multi-class Problems. Exact Computation and
Evaluation of Approximations
(40 pp.),TR- II-DSIC-09/03, 2003. AVAILABLE: (PDF).
- Hernández-Orallo, José; Estruch,
Vicent Theoretical Issues of
Mimetic Classifiers, (28 pp.) TR- II-DSIC-16/03, 2003. AVAILABLE: (Gzipped
Postscript).
- Hernández-Orallo, José; Ramírez-Quintana,
M.José The Theory behind Inductive Functional Logic
Programming, (74 pp.), TR- II-DSIC-3/00, 2000. AVAILABLE: (Zipped Postscript).
- Ferri, Cèsar;Hernández-Orallo,
José; Ramírez-Quintana,
M.José FLIP: User’s
Manual,TR- II-DSIC-24/00, 2000. AVAILABLE: (Zipped Postscript).
- Hernández-Orallo,
José Software As Learning. Maintainability Issues,
1999.
AVAILABLE:
(PDF).
- Hernández-Orallo, José ¿Cuán
Inteligente es el Homo Sapiens?, 1999. AVAILABLE: (PDF).
- Hernández-Orallo, José Algorithmes
d'Acquisition, Compression et Restitution de la Parole à Vitesse
Variable. Étude et Mise en Place (French, 333 pp.),
École Nationale Supérieure de l'Électronique et de
ses Applications (ENSEA) 1995. AVAILABLE: (Description
in HTML), (PDF).
- Hernández-Orallo, José What
is a Subprogram?, 1999. AVAILABLE: (Gzipped
Postscript).
- Hernández-Orallo, José Some preliminary notes
on extending the mimetic technique to Functional Logic Programs (PDF)
- Hernández-Orallo, José Probabilities in Functional Logic Programs (PDF)
Software Systems:
We (the MIP subgroup)
have developed two learning systems:
- The FLIP system (1998-2001, click here for
downloading the software and for more information): implements a
framework for the Induction of Functional Logic Programs (IFLP) from
facts. This can be seen as an extension to the now consolidated field
of
Inductive Logic Programming (ILP). Inspired in the inverse resolution
operator of ILP, the system is based on the reversal of narrowing, the
more usual operational mechanism for Functional Logic Programming. The
main advantages of the FLIP system
over the most used ILP systems are a natural handling of functions,
without the use of mode or determinism declarations, and its power for
inducing short recursive programs. Its applications are mainly program
synthesis, program debugging and data mining of small highly structured
documents.
- The SMILES system (2001-2003, click here for
downloading the software and for more information): a machine learning
system that integrates many different features from other machine
learning techniques and paradigms and, more importantly, it presents
several innovations in almost all of these features. In particular, SMILES extends classical decision tree learners in
many ways (new splitting criteria, non-greedy search, new partitions,
extraction of several and different solutions), it has an anytime
handling of resources, and has a sophisticated and quite effective
handling of costs. In this way, SMILES combines and improves the recent interest in
hypotheses combination (e.g. boosting) and cost-sensitive learning (a
priori and a posteriori class assignments, ROC analysis) outperforming
previous systems in many situations. Its applications are basically
data-mining and any other machine learning task where decision trees
could be useful.
Go back to my home page.
© 1996-2003 José Hernández Orallo.