Gemma C. Garriga

According to our database, Gemma C. Garriga authored at least 27 papers between 2002 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2017

Formal Concept Analysis.

Gemma C. Garriga

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

2013

Formal Methods for Mining Structured Objects

Gemma C. Garriga

Studies in Computational Intelligence 475, Springer, ISBN: 978-3-642-36680-2, 2013

Mining closed patterns in relational, graph and network data.

Gemma C. Garriga, Roni Khardon, Luc De Raedt

Ann. Math. Artif. Intell., 2013

Learning from Multiple Graphs Using a Sigmoid Kernel.

Thomas Ricatte, Gemma C. Garriga, Rémi Gilleron, Marc Tommasi

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data.

Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

2011

Banded structure in binary matrices.

Gemma C. Garriga, Esa Junttila, Heikki Mannila

Knowl. Inf. Syst., 2011

A Fixed Parameter Tractable Integer Program for Finding the Maximum Order Preserving Submatrix.

Jens Humrich, Thomas Gärtner, Gemma C. Garriga

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Formal Concept Analysis.

Gemma C. Garriga

Proceedings of the Encyclopedia of Machine Learning, 2010

Permutation Tests for Studying Classifier Performance.

Markus Ojala, Gemma C. Garriga

J. Mach. Learn. Res., 2010

Evaluating Query Result Significance in Databases via Randomizations.

Markus Ojala, Gemma C. Garriga, Aristides Gionis, Heikki Mannila

Proceedings of the SIAM International Conference on Data Mining, 2010

2009

Guest editors' introduction: special issue on mining and learning with graphs.

Thomas Gärtner, Gemma C. Garriga

Mach. Learn., 2009

Query Significance in Databases via Randomizations

Markus Ojala, Gemma C. Garriga, Aristides Gionis, Heikki Mannila

CoRR, 2009

Randomization Techniques for Graphs.

Sami Hanhijärvi, Gemma C. Garriga, Kai Puolamäki

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

Closed Sets for Labeled Data.

Gemma C. Garriga, Petra Kralj, Nada Lavrac

J. Mach. Learn. Res., 2008

An approximation ratio for biclustering.

Kai Puolamäki, Sami Hanhijärvi, Gemma C. Garriga

Inf. Process. Lett., 2008

Feature Selection in Taxonomies with Applications to Paleontology.

Gemma C. Garriga, Antti Ukkonen, Heikki Mannila

Proceedings of the Discovery Science, 11th International Conference, 2008

2007

Horn axiomatizations for sequential data.

José L. Balcázar, Gemma C. Garriga

Theor. Comput. Sci., 2007

The Cost of Learning Directed Cuts.

Thomas Gärtner, Gemma C. Garriga

Proceedings of the Mining and Learning with Graphs, 2007

On Mining Closed Sets in Multi-Relational Data.

Gemma C. Garriga, Roni Khardon, Luc De Raedt

Proceedings of the IJCAI 2007, 2007

Cross-Mining Binary and Numerical Attributes.

Gemma C. Garriga, Hannes Heikinheimo, Jouni K. Seppänen

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Characterizing Implications of Injective Partial Orders.

José L. Balcázar, Gemma C. Garriga

Proceedings of the Conceptual Structures: Knowledge Architectures for Smart Applications, 2007

2005

Summarizing Sequential Data with Closed Partial Orders.

Gemma Casas-Garriga

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

2004

Coproduct Transformations on Lattices of Closed Partial Orders.

Gemma Casas-Garriga, José L. Balcázar

Proceedings of the Graph Transformations, Second International Conference, 2004

Statistical Strategies for Pruning All the Uninteresting Association Rules.

Gemma Casas-Garriga

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Discovering Unbounded Episodes in Sequential Data.

Gemma Casas-Garriga

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Sampling Strategies for Finding Frequent Sets.

Jaume Baixeries, Gemma Casas-Garriga

Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002

A Best-First Strategy for Finding Frequent Sets.

Jaume Baixeries, Gemma Casas-Garriga, José L. Balcázar

Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002