Publications by Gemma Garriga

2008

20Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Information Processing Letters, 108(2):45–49, 2008.
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19Gemma C. Garriga, Petra Kralj, and Nada Lavrac. Closed sets for labeled data. J. Mach. Learn. Res., 9:559–580, 2008.
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18Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Inf. Process. Lett., 108(2):45–49, 2008.
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17Gemma C. Garriga, Antti Ukkonen, and Heikki Mannila. Feature selection in taxonomies with applications to paleontology. In Discovery Science, pages 112–123, 2008.
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16Gemma C. Garriga, Esa Junttila, and Heikki Mannila. Banded structure in binary matrices. In KDD, pages 292–300, 2008.
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2007

15Thomas Gärtner and Gemma C. Garriga. The cost of learning directed cuts. In ECML, pages 152–163, 2007.
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14Gemma C. Garriga, Hannes Heikinheimo, and Jouni K. Seppänen. Cross-mining binary and numerical attributes. In ICDM, pages 481–486, 2007.
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13José L. Balcázar and Gemma C. Garriga. Characterizing implications of injective partial orders. In ICCS, pages 492–495, 2007.
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12Gemma C. Garriga, Roni Khardon, and Luc De Raedt. On mining closed sets in multi-relational data. In IJCAI, pages 804–809, 2007.
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11José L. Balcázar and Gemma C. Garriga. Horn axiomatizations for sequential data. Theor. Comput. Sci., 371(3):247–264, 2007.
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2006

10Gemma C. Garriga, Petra Kralj, and Nada Lavrac. Closed sets for labeled data. In PKDD, pages 163–174, 2006.
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9Petra Kralj, Ana Rotter, Nataša Toplak, Kristina Gruden, Nada Lavrac, and Gemma C. Garriga. Application of closed itemset mining for class labeled data in functional genomics. Informatica Medica Slovenica, 11(1):40–45, 2006.
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8Gemma Garriga. Formal methods for mining structured data. Doctoral dissertation, Universitat Politecnica de Catalunya, Barcelona, Spain, 2006.
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2005

7José L. Balcázar and Gemma Casas-Garriga. On horn axiomatizations for sequential data. In ICDT, pages 215–229, 2005.
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6Gemma Casas-Garriga. Summarizing sequential data with closed partial orders. In SDM, 2005.
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2004

5Gemma Casas-Garriga. Statistical strategies for pruning all the uninteresting association rules. In ECAI, pages 430–434, 2004.
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4Gemma Casas-Garriga and José L. Balcázar. Coproduct transformations on lattices of closed partial orders. In ICGT, pages 336–351, 2004.
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2003

3Gemma Casas-Garriga. Discovering unbounded episodes in sequential data. In PKDD, pages 83–94, 2003.
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2Jaume Baixeries and Gemma Casas-Garriga. Sampling strategies for finding frequent sets. In EGC, pages 159–170, 2003.
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2002

1Jaume Baixeries, Gemma Casas-Garriga, and José L. Balcázar. A best-first strategy for finding frequent sets. In EGC, pages 101–106, 2002.
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