André Gustavo Maletzke

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 14

Top Topics

Symbolic Representation

Boosted Decision Trees

Learning Algorithm

Top Venues

Publications

André Gustavo Maletzke, Denis Moreira dos Reis, Waqar Hassan, Gustavo Batista
Accurately Quantifying under Score Variability. ICDM (2021)
Waqar Hassan, André Gustavo Maletzke, Gustavo Batista
Pitfalls in Quantification Assessment. CIKM Workshops (2021)
Waqar Hassan, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
Accurately Quantifying a Billion Instances per Second. DSAA (2020)
Vinícius M. A. de Souza, Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
Challenges in Benchmarking Stream Learning Algorithms with Real-world Data. CoRR (2020)
Vinícius M. A. de Souza, Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
Challenges in benchmarking stream learning algorithms with real-world data. Data Min. Knowl. Discov. 34 (6) (2020)
André Gustavo Maletzke, Waqar Hassan, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista
The Importance of the Test Set Size in Quantification Assessment. IJCAI (2020)
André Gustavo Maletzke, Denis Moreira dos Reis, Everton Alvares Cherman, Gustavo E. A. P. A. Batista
DyS: A Framework for Mixture Models in Quantification. AAAI (2019)
André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista
Combining instance selection and self-training to improve data stream quantification. J. Braz. Comput. Soc. 24 (1) (2018)
Denis Moreira dos Reis, André Gustavo Maletzke, Diego Furtado Silva, Gustavo E. A. P. A. Batista
Classifying and Counting with Recurrent Contexts. KDD (2018)
Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
Unsupervised context switch for classification tasks on data streams with recurrent concepts. SAC (2018)
Denis Moreira dos Reis, André Gustavo Maletzke, Everton Alvares Cherman, Gustavo Enrique De Almeida Prado Alves Batista
One-Class Quantification. ECML/PKDD (1) (2018)
André Gustavo Maletzke, Denis Moreira dos Reis, Everton Alvares Cherman, Gustavo E. A. P. A. Batista
On the Need of Class Ratio Insensitive Drift Tests for Data Streams. LIDTA@ECML/PKDD (2018)
André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista
Quantification in Data Streams: Initial Results. BRACIS (2017)
Willian Zalewski, Fabiano Silva, André Gustavo Maletzke, Carlos Andres Ferrero
Exploring shapelet transformation for time series classification in decision trees. Knowl. Based Syst. 112 (2016)
Willian Zalewski, Fabiano Silva, André Gustavo Maletzke, Feng Chung Wu, Huei Diana Lee
Symbolic Representation Based on Temporal Order Information for Time Series Classification. BRACIS (2013)
Willian Zalewski, Fabiano Silva, Feng Chung Wu, Huei Diana Lee, André Gustavo Maletzke
A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series. SBIA (2012)
Willian Zalewski, Fabiano Silva, Huei Diana Lee, André Gustavo Maletzke, Feng Chung Wu
Time Series Discretization Based on the Approximation of the Local Slope Information. IBERAMIA (2012)
Willian Zalewski, Huei Diana Lee, Adewole M. J. F. Caetano, Ana Carolina Lorena, André Gustavo Maletzke, João José Fagundes, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
Evaluation of Models for the Recognition of Hadwritten Digits in Medical Forms. BSB (2008)