Paulo J. Azevedo

Luís Torgo

Expert Syst. J. Knowl. Eng., 2023

2020

Sequence Mining for Automatic Generation of Software Tests from GUI Event Traces.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

2018

Discovering a taste for the unusual: exceptional models for preference mining.

[BibT_eX]

[DOI]

Mach. Learn., 2018

Preference rules for label ranking: Mining patterns in multi-target relations.

[BibT_eX]

[DOI]

Inf. Fusion, 2018

2015

Automatically estimating iSAX parameters.

[BibT_eX]

[DOI]

Intell. Data Anal., 2015

Contrast set mining in temporal databases.

[BibT_eX]

[DOI]

André Magalhães

Expert Syst. J. Knowl. Eng., 2015

2014

Classifying heart sounds using SAX motifs, random forests and text mining techniques.

[BibT_eX]

[DOI]

Elsa Ferreira Gomes

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

2013

Multi-interval Discretization of Continuous Attributes for Label Ranking.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 16th International Conference, 2013

Classifying heart sounds using multiresolution time series motifs: an exploratory study.

[BibT_eX]

[DOI]

Elsa Ferreira Gomes

Proceedings of the International C* Conference on Computer Science & Software Engineering, 2013

2012

Significant motifs in time series.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2012

Optimal leverage association rules with numerical interval conditions.

[BibT_eX]

[DOI]

Intell. Data Anal., 2012

Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules.

[BibT_eX]

[DOI]

João Mendes-Moreira

Jorge Freire de Sousa

Carlos Soares

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

2011

Time Series Motifs Statistical Significance.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Mining Association Rules for Label Ranking.

[BibT_eX]

[DOI]

Joaquim Pinto da Costa

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

2010

Rules for contrast sets.

[BibT_eX]

[DOI]

Intell. Data Anal., 2010

Ensembles of jittered association rule classifiers.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2010

Multiresolution Motif Discovery in Time Series.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

2009

Deterministic Motif Mining in Protein Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Technologies: Concepts, 2009

2008

A Methodology for Exploring Association Models.

[BibT_eX]

[DOI]

João Poças

Proceedings of the Visual Data Mining - Theory, Techniques and Tools for Visual Analytics, 2008

Spatial Clustering of Molecular Dynamics Trajectories in Protein Unfolding Simulations.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2008

2007

Evaluating deterministic motif significance measures in protein databases.

[BibT_eX]

[DOI]

Algorithms Mol. Biol., 2007

Comparing Rule Measures for Predictive Association Rules.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2007, 2007

Iterative Reordering of Rules for Building Ensembles Without Relearning.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 10th International Conference, 2007

Evaluating Protein Motif Significance Measures: A Case Study on Prosite Patterns.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

A Closer Look on Protein Unfolding Simulations through Hierarchical Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2006

Query Driven Sequence Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the XXI Simpósio Brasileiro de Banco de Dados, 2006

Distribution Rules with Numeric Attributes of Interest.

[BibT_eX]

[DOI]

Fernando Pereira

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Visual Interactive Subgroup Discovery with Numerical Properties of Interest.

[BibT_eX]

[DOI]

Fernando Pereira

Proceedings of the Discovery Science, 9th International Conference, 2006

Mining Approximate Motifs in Time Series.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 9th International Conference, 2006

2005

Protein Sequence Pattern Mining with Constraints.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

A Hybrid Method for Discovering Distance-Enhanced Inter-Transactional Rules.

[BibT_eX]

Ronnie Alves

Orlando Belo

Proceedings of the Actas de las X Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2005), 2005

Detection of Hydrophobic Clusters in Molecular Dynamics Protein Unfolding Simulations Using Association Rules.

[BibT_eX]

[DOI]

R. J. Rodrigues

Nuno Loureiro-Ferreira

Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005

Protein Sequence Classification Through Relevant Sequence Mining and Bayes Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2005

Introduction.

[BibT_eX]

[DOI]

Rui Camacho

Alexessander Alves

Joaquim Pinto da Costa

Proceedings of the Progress in Artificial Intelligence, 2005

An Experiment with Association Rules and Classification: Post-Bagging and Conviction.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 8th International Conference, 2005

2004

Model-Based Collaborative Filtering for Team Building Support.

[BibT_eX]

Miguel Veloso

Proceedings of the ICEIS 2004, 2004

2002

Post-processing Operators for Browsing Large Sets of Association Rules.

[BibT_eX]

[DOI]

João Poças