publicações selecionadas
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artigo de conferência
- Sequence mining for automatic generation of software tests from GUI event traces. Computational Methods in Applied Sciences. 2020
- Classifying heart sounds using SAX motifs, random forests and text mining techniques 2014
- Classifying heart sounds using multiresolution time series motifs : an exploratory study 2013
- Multi-interval discretization of continuous attributes for label ranking. Computational Methods in Applied Sciences. 2013
- Finding interesting contexts for explaining deviations in bus trip duration using distribution rules. Computational Methods in Applied Sciences. 2012
- Mining association rules for label ranking. Computational Methods in Applied Sciences. 2011
- Time series motifs statistical significance 2011
- Multiresolution motif discovery in time series 2010
- Spatial clustering of molecular dynamics trajectories in protein unfolding simulations. Computational Methods in Applied Sciences. 2009
- Mining approximate motifs in time series. Computational Methods in Applied Sciences. 2006
- Visual interactive subgroup discovery with numerical properties of interest. Computational Methods in Applied Sciences. 2006
- An experiment with association rules and classification: post-bagging and conviction. Computational Methods in Applied Sciences. 2005
- Protein sequence pattern mining with constraints. Computational Methods in Applied Sciences. 2005
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artigo de revista
- Discovering a taste for the unusual: exceptional models for preference mining. Machine Learning. 2018
- Preference rules for label ranking: Mining patterns in multi-target relations. Food Packaging and Shelf Life. 2018
- Automatically estimating iSAX parameters. Intelligent Data Analysis. 2015
- Contrast set mining in temporal databases. Electronics. 2015
- Optimal leverage association rules with numerical interval conditions. Intelligent Data Analysis. 2012
- Ensembles of jittered association rule classifiers. Data Mining and Knowledge Discovery. 2010
- Rules for contrast sets. Intelligent Data Analysis. 2010
- Query driven sequence pattern mining 2006
- Magic sets with full sharing. Journal of Logic Programming. 1997
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relatório