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  • Entailment among probabilistic implications  Open access

     Atserias, A.; Balcazar, J. L.
    Annual ACM/IEEE Symposium on Logic in Computer Science
    p. 621-632
    DOI: 10.1109/LICS.2015.63
    Presentation's date: 2015-07-09
    Presentation of work at congresses
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  • Quantitative redundancy in partial implications  Open access

     Balcazar, J. L.
    International Conference on Formal Concept Analysis
    p. 3-20
    DOI: 10.1007/978-3-319-19545-2_1
    Presentation's date: 2015-06-25
    Presentation of work at congresses
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  • Gestió i Anàlisi de Dades Complexes

     Balcazar, J. L.; Morrill, G.; Castro, J.; Delgado, J.; Sierra-Santibáñez, J.; Arias, M.; Arratia, A.; Baixeries, J.; Ferrer-i-Cancho, R.; Valentin Fernandez, J.; Hernandez Fernandez, A.; Larriba, J.; Perez-Casany, M.; Prat, A.; Guisado, J.; Martinez, X.; Duarte, A.; Gavaldà, R.
    Competitive project
  • Formal and computational properties of the confidence boost of association rules

     Balcazar, J. L.
    ACM transactions on knowledge discovery from data
    Vol. 7, num. 4, p. 19-1-19-41
    DOI: 10.1145/2541268.2541272
    Date of publication: 2013-11
    Journal article
  • Evaluation of association rule quality measures through feature extraction

     Balcazar, J. L.; Dogbey, F.
    International Symposium on Intelligent Data Analysis
    p. 68-79
    DOI: 10.1007/978-3-642-41398-8_7
    Presentation's date: 2013-10
    Presentation of work at congresses
  • Closures and partial implications in educational data mining  Open access

     García-Sáiz, D.; Zorrilla, M.; Balcazar, J. L.
    International Conference on Formal Concept Analysis
    p. 98-113
    Presentation's date: 2012-05-07
    Presentation of work at congresses
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  • Iterator-based algorithms in self-tuning discovery of partial implications  Open access

     Balcazar, J. L.; García-Sáiz, D.; de la Dehesa, J.
    International Conference on Formal Concept Analysis
    p. 14-28
    Presentation's date: 2012-05-07
    Presentation of work at congresses
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  • Construction and learnability of canonical Horn formulas

     Arias, M.; Balcazar, J. L.
    Machine learning
    Vol. 85, num. 3, p. 273-297
    DOI: 10.1007/s10994-011-5248-5
    Date of publication: 2011-12
    Journal article
  • Towards parameter-free data mining: mining educational data with Yacaree

     Zorrilla, Marta E.; García-Sáiz, D.; Balcazar, J. L.
    International Conference on Educational Data Mining
    p. 363-364
    Presentation's date: 2011-07-07
    Presentation of work at congresses
  • Border algorithms for computing Hasse diagrams of arbitrary lattices

     Balcazar, J. L.; Tirnauca, Cristina
    International Conference on Formal Concept Analysis
    p. 49-64
    DOI: 10.1007/978-3-642-20514-9_6
    Presentation's date: 2011-05-04
    Presentation of work at congresses
  • Closed-set-based discovery of representative association rules revisited  Open access

     Balcazar, J. L.; Tirnauca, Cristina
    Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances
    p. 635-646
    Presentation's date: 2011-01-28
    Presentation of work at congresses
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  • Parameter-free association rule mining with Yacaree

     Balcazar, J. L.
    Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances
    p. 251-254
    Presentation's date: 2011-01-26
    Presentation of work at congresses
  • Filtering association rules with negations on the basis of their confidence boost

     Balcazar, J. L.; Tirnauca, Cristina; Zorrilla, Marta E.
    International Conference on Knowledge Discovery and Information Retrieval
    p. 263-268
    Presentation's date: 2010-10-27
    Presentation of work at congresses
  • Special issue for ECML PKDD 2010: guest editors' introduction

     Balcazar, J. L.; Bonchi, Francesco; Gionis, Aristides; Sebag, Michéle
    Machine learning
    Vol. 81, num. 1, p. 1-4
    DOI: 10.1007/s10994-010-5200-0
    Date of publication: 2010-09-20
    Journal article
  • Guest editors' introduction: special issue of selected papers from ECML PKDD 2010

     Balcazar, J. L.; Bonchi, Francesco; Gionis, Aristides; Sebag, Michéle
    Data mining and knowledge discovery
    Vol. 21, num. 2, p. 221-223
    DOI: 10.1007/s10618-010-0192-8
    Date of publication: 2010-09-20
    Journal article
  • Mining educational data for patterns with negations and high confidence boost

     Balcazar, J. L.; Tirnauca, Cristina; Zorrilla, Marta E.
    Simposio de Teoría y Aplicaciones de Minería de Datos
    p. 329-338
    Presentation's date: 2010-09-08
    Presentation of work at congresses
  • Closure-based confidence boost in association rules

     Balcazar, J. L.
    Workshop on Applications of Pattern Analysis
    p. 74-80
    Presentation's date: 2010-09-01
    Presentation of work at congresses
  • European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2010

     Arias, M.; Berral, J.; Quattoni, A.J.; B. Balle; Casas, B.; Bifet, A.C.; Balcazar, J. L.; Gavaldà, R.
    Competitive project
  • Redundancy, deduction schemes, and minimum-size bases for association rules

     Balcazar, J. L.
    Logical methods in computer science
    Vol. 6, num. 2:3
    DOI: 10.2168/LMCS-6(2:4)2010
    Date of publication: 2010-06-27
    Journal article
  • Organización de los congresos ECML/PKDD'10

     Balcazar, J. L.; Berral, J.; Gavaldà, R.; Carreras, X.; Casas, B.; Bifet, A.C.; Quattoni, A.J.; B. Balle; Arias, M.
    Competitive project
  • Objective novelty of association rules: measuring the confidence boost  Open access

     Balcazar, J. L.
    Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances
    p. 297-302
    Presentation's date: 2010-01-28
    Presentation of work at congresses
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  • Mining frequent closed rooted trees  Open access

     Balcazar, J. L.; Bifet, A.C.; Lozano, A.
    Machine learning
    Vol. 78, num. 1-2, p. 1-33
    DOI: 10.1007/s10994-009-5123-9
    Date of publication: 2010-01
    Journal article
    Access to the full text
  • LARCA

     Lopez, J.; Castro, J.; Bifet, A.C.; Delgado, J.; Morrill, G.; Balcazar, J. L.; Sierra-Santibáñez, J.; Baixeries, J.; Arias, M.; Berral, J.; Quattoni, A.J.; Arratia, A.; B. Balle; Gavaldà, R.
    Competitive project
  • Two measures of objective novelty in association rule mining  Open access

     Balcazar, J. L.
    Pacific-Asia Conference on Knowledge Discovery and Data Mining
    p. 76-98
    DOI: 10.1007/978-3-642-14640-4_6
    Presentation's date: 2009-04-27
    Presentation of work at congresses
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  • Adaptive Learning and Mining for Data Streams and Frequent Patterns.

     Bifet, A.C.
    Department of Computer Science, Universitat Politècnica de Catalunya
    Theses
  • Canonical horn representations and query learning

     Arias, M.; Balcazar, J. L.
    Lecture notes in computer science
    Vol. 5809, p. 156-170
    DOI: 10.1007/978-3-642-04414-4_16
    Date of publication: 2009
    Journal article
  • Competencias profesionales para el Grado en Ingeniería Informática  Open access

     Sanchez, F.; Sancho, Maria-Ribera; Botella, P.; Garcia, J.; Aluja, T.; Navarro, J.; Balcazar, J. L.
    Date of publication: 2009
    Book chapter
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  • Deduction schemes for association rules

     Balcazar, J. L.
    Lecture notes in computer science
    Vol. 5255, p. 124-135
    DOI: 10.1007/978-3-540-88411-8_14
    Date of publication: 2008-10
    Journal article
  • Minimum-Size Bases of Association Rules

     Balcazar, J. L.
    Lecture notes in computer science
    Vol. 5211, p. 86-101
    DOI: 10.1007/978-3-540-87479-9_24
    Date of publication: 2008-09
    Journal article
  • Competencias profesionales del Grado en Ingeniería Informática

     Sanchez, F.; Sancho, Maria-Ribera; Botella, P.; Balcazar, J. L.; Garcia, J.; Navarro, J.; Aluja, T.
    Jornadas de Enseñanza Universitaria de la Informática
    p. 123-130
    Presentation's date: 2008-07-09
    Presentation of work at congresses
  • Provably fast training algorithms for support vector machines

     Balcazar, J. L.; Dai, Y.; Tanaka, J.; Watanabe, O.
    Theory of computing systems
    Vol. 42, num. 4, p. 568-595
    DOI: 10.1007/s00224-007-9094-6
    Date of publication: 2008-05
    Journal article
  • Mining Implications from Lattices of Closed Trees

     Balcazar, J. L.; Bifet, A.C.; Lozano, A.
    Extraction et gestion des connaissances
    p. 373-384
    Presentation of work at congresses
  • Query Learning and Certificates in Lattices

     Arias, M.; Balcazar, J. L.
    19th International Conference on Algorithmic Learning Theory
    p. 303-315
    Presentation of work at congresses
  • Subtree Testing and Closed Tree Mining Through Natural Representation

     Balcazar, J. L.
    18th International Workshop on Database and Expert Systems Applications
    Presentation's date: 2007-09-07
    Presentation of work at congresses
  • A general dimension for query learning

     Balcazar, J. L.; Castro, J.; Guijarro, D.; Kobler, J.; Lindner, W.
    Journal of computer and system sciences
    Vol. 73, num. 6, p. 924-940
    Date of publication: 2007-09
    Journal article
  • A General Dimension for Query Learning

     Balcazar, J. L.; Castro, J.; Guijarro, D.; Johannes, K.; Wolfgang, L.
    Journal of computer and system sciences
    Vol. 73, num. 6, p. 924-940
    Date of publication: 2007-09
    Journal article
  • Lattice Characterization of Armstrong and Symmetric Dependencies  awarded activity

     Baixeries, J.
    Department of Computer Science, Universitat Politècnica de Catalunya
    Theses
  • Horn axiomatizations for sequential data

     Balcazar, J. L.; Garriga, G.
    Theoretical computer science
    Vol. 371, num. 3, p. 247-264
    Date of publication: 2007-03
    Journal article
  • Mining Frequent Closed Unordered Trees Through Natural Representations

     Balcazar, J. L.; Bifet, A.C.; Lozano, A.
    International Conference on Conceptual Structures
    p. 347-359
    Presentation of work at congresses
  • Subtree Testing and Closed Tree Mining Through Natural Representation

     Balcazar, J. L.; Bifet, A.C.; Lozano, A.
    18th International Workshop on Database and Expert Systems Applications
    p. 499-503
    Presentation of work at congresses
  • FORMAL METHODS FOR MINING STRUCTURED OBJECTS

     Casas, G.
    Department of Computer Science, Universitat Politècnica de Catalunya
    Theses
  • Unified characterization of symmetric dependencies with lattices

     Baixeries, J.; Balcazar, J. L.
    International Conference on Formal Concept Analysis
    p. 57-72
    Presentation's date: 2006-02-14
    Presentation of work at congresses
  • New Closure Operators and Lattice Representations for Multivalued Dependencies and Related Expressions  Open access

     Baixeries, J.; Balcazar, J. L.
    Concept Lattices and Their Applications
    p. 22-33
    Presentation's date: 2005-09
    Presentation of work at congresses
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  • A lattice-based method for structural analysis  Open access

     Casas, G.; Díaz, P.; Balcazar, J. L.
    Date: 2005-09
    Report
    Access to the full text
  • Horn axiomatizations for sequential data  Open access

     Balcazar, J. L.; Casas, G.
    Date: 2005-09
    Report
    Access to the full text
  • A Lattice Representation of Relations, Multivalued Dependencies and Armstrong Relations

     Baixeries, J.; Balcazar, J. L.
    International Conference on Conceptual Structures
    p. 13-26
    Presentation's date: 2005-07
    Presentation of work at congresses
  • Characterization and Armstrong relations for Degenerated Multivalued Dependencies using Formal Concept Analysis

     Baixeries, J.; Balcazar, J. L.
    International Conference on Formal Concept Analysis
    p. 162-175
    Presentation's date: 2005-02-15
    Presentation of work at congresses
  • On Horn Axiomatizations for Sequential Data

     Balcazar, J. L.; Casas, G.
    International Conference on Database Theroy
    p. 215-229
    Presentation of work at congresses