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Gemma C. Garriga
Person information
- affiliation: Aalto University, Finland
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2010 – 2019
- 2017
- [r2]Gemma C. Garriga:
Formal Concept Analysis. Encyclopedia of Machine Learning and Data Mining 2017: 522-523 - 2016
- [e1]Bettina Berendt, Björn Bringmann, Élisa Fromont, Gemma C. Garriga, Pauli Miettinen
, Nikolaj Tatti
, Volker Tresp:
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III. Lecture Notes in Computer Science 9853, Springer 2016, ISBN 978-3-319-46130-4 [contents] - 2013
- [b1]Gemma C. Garriga:
Formal Methods for Mining Structured Objects. Studies in Computational Intelligence 475, Springer 2013, ISBN 978-3-642-36680-2, pp. 1-100 - [j7]Gemma C. Garriga, Roni Khardon, Luc De Raedt
:
Mining closed patterns in relational, graph and network data. Ann. Math. Artif. Intell. 69(4): 315-342 (2013) - [c21]Thomas Ricatte, Gemma C. Garriga, Rémi Gilleron, Marc Tommasi:
Learning from Multiple Graphs Using a Sigmoid Kernel. ICMLA (2) 2013: 140-145 - 2012
- [c20]Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi:
Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data. UAI 2012: 265-274 - [i3]Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi:
Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data. CoRR abs/1210.4860 (2012) - 2011
- [j6]Gemma C. Garriga, Esa Junttila, Heikki Mannila:
Banded structure in binary matrices. Knowl. Inf. Syst. 28(1): 197-226 (2011) - [c19]Jens Humrich, Thomas Gärtner
, Gemma C. Garriga:
A Fixed Parameter Tractable Integer Program for Finding the Maximum Order Preserving Submatrix. ICDM 2011: 1098-1103 - 2010
- [j5]Markus Ojala, Gemma C. Garriga:
Permutation Tests for Studying Classifier Performance. J. Mach. Learn. Res. 11: 1833-1863 (2010) - [c18]Markus Ojala, Gemma C. Garriga, Aristides Gionis, Heikki Mannila:
Evaluating Query Result Significance in Databases via Randomizations. SDM 2010: 906-917 - [r1]Gemma C. Garriga:
Formal Concept Analysis. Encyclopedia of Machine Learning 2010: 416-418
2000 – 2009
- 2009
- [j4]Thomas Gärtner
, Gemma C. Garriga:
Guest editors' introduction: special issue on mining and learning with graphs. Mach. Learn. 75(1): 1-2 (2009) - [c17]Markus Ojala, Gemma C. Garriga:
Permutation Tests for Studying Classifier Performance. ICDM 2009: 908-913 - [c16]Sami Hanhijärvi, Gemma C. Garriga, Kai Puolamäki:
Randomization Techniques for Graphs. SDM 2009: 780-791 - [i2]Markus Ojala, Gemma C. Garriga, Aristides Gionis, Heikki Mannila:
Query Significance in Databases via Randomizations. CoRR abs/0906.5485 (2009) - 2008
- [j3]Kai Puolamäki
, Sami Hanhijärvi, Gemma C. Garriga:
An approximation ratio for biclustering. Inf. Process. Lett. 108(2): 45-49 (2008) - [j2]Gemma C. Garriga, Petra Kralj, Nada Lavrac:
Closed Sets for Labeled Data. J. Mach. Learn. Res. 9: 559-580 (2008) - [c15]Gemma C. Garriga, Antti Ukkonen, Heikki Mannila:
Feature Selection in Taxonomies with Applications to Paleontology. Discovery Science 2008: 112-123 - [c14]Gemma C. Garriga, Esa Junttila, Heikki Mannila:
Banded structure in binary matrices. KDD 2008: 292-300 - 2007
- [j1]José L. Balcázar, Gemma C. Garriga:
Horn axiomatizations for sequential data. Theor. Comput. Sci. 371(3): 247-264 (2007) - [c13]Thomas Gärtner
, Gemma C. Garriga:
The Cost of Learning Directed Cuts. ECML 2007: 152-163 - [c12]José L. Balcázar, Gemma C. Garriga:
Characterizing Implications of Injective Partial Orders. ICCS 2007: 492-495 - [c11]Gemma C. Garriga, Hannes Heikinheimo, Jouni K. Seppänen:
Cross-Mining Binary and Numerical Attributes. ICDM 2007: 481-486 - [c10]Gemma C. Garriga, Roni Khardon, Luc De Raedt:
On Mining Closed Sets in Multi-Relational Data. IJCAI 2007: 804-809 - [c9]Thomas Gärtner, Gemma C. Garriga:
The Cost of Learning Directed Cuts. MLG 2007 - [i1]Kai Puolamäki, Sami Hanhijärvi, Gemma C. Garriga:
An Approximation Ratio for Biclustering. CoRR abs/0712.2682 (2007) - 2006
- [c8]Gemma C. Garriga, Petra Kralj, Nada Lavrac:
Closed Sets for Labeled Data. PKDD 2006: 163-174 - 2005
- [c7]José L. Balcázar, Gemma Casas-Garriga:
On Horn Axiomatizations for Sequential Data. ICDT 2005: 215-229 - [c6]Gemma Casas-Garriga:
Summarizing Sequential Data with Closed Partial Orders. SDM 2005: 380-391 - 2004
- [c5]Gemma Casas-Garriga:
Statistical Strategies for Pruning All the Uninteresting Association Rules. ECAI 2004: 430-434 - [c4]Gemma Casas-Garriga, José L. Balcázar:
Coproduct Transformations on Lattices of Closed Partial Orders. ICGT 2004: 336-351 - 2003
- [c3]Jaume Baixeries, Gemma Casas-Garriga:
Sampling Strategies for Finding Frequent Sets. EGC 2003: 159-170 - [c2]Gemma Casas-Garriga:
Discovering Unbounded Episodes in Sequential Data. PKDD 2003: 83-94 - 2002
- [c1]Jaume Baixeries, Gemma Casas-Garriga, José L. Balcázar:
A Best-First Strategy for Finding Frequent Sets. EGC 2002: 101-106
Coauthor Index
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