André Gustavo Maletzke

According to our database1, André Gustavo Maletzke authored at least 13 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2019
DyS: A Framework for Mixture Models in Quantification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Combining instance selection and self-training to improve data stream quantification.
J. Braz. Comp. Soc., 2018

Unsupervised context switch for classification tasks on data streams with recurrent concepts.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

One-Class Quantification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

On the Need of Class Ratio Insensitive Drift Tests for Data Streams.
Proceedings of the Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2018

Classifying and Counting with Recurrent Contexts.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
Quantification in Data Streams: Initial Results.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016
Exploring shapelet transformation for time series classification in decision trees.
Knowl. Based Syst., 2016

2014
Time Series Classification with Motifs and Characteristics.
Proceedings of the Soft Computing for Business Intelligence, 2014

2013
Symbolic Representation Based on Temporal Order Information for Time Series Classification.
Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012
A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series.
Proceedings of the Advances in Artificial Intelligence - SBIA 2012, 2012

Time Series Discretization Based on the Approximation of the Local Slope Information.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2008
Evaluation of Models for the Recognition of Hadwritten Digits in Medical Forms.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2008


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