André Gustavo Maletzke

19 papers A* 4B 1Misc 1Journal 4Unranked 8

Year	Rank	Type	Title / Venue / Authors
2021	A*	`conf`	Accurately Quantifying under Score Variability. ICDM André Gustavo Maletzke, Denis Moreira dos Reis, Waqar Hassan, Gustavo Batista
2021	—	`conf`	Pitfalls in Quantification Assessment. CIKM Workshops Waqar Hassan, André Gustavo Maletzke, Gustavo Batista
2020	B	`conf`	Accurately Quantifying a Billion Instances per Second. DSAA Waqar Hassan, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
2020	J	`jnl`	Challenges in Benchmarking Stream Learning Algorithms with Real-world Data. CoRR Vinícius M. A. de Souza, Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
2020	J	`jnl`	Challenges in benchmarking stream learning algorithms with real-world data. Data Min. Knowl. Discov. Vinícius M. A. de Souza, Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
2020	A*	`conf`	The Importance of the Test Set Size in Quantification Assessment. IJCAI André Gustavo Maletzke, Waqar Hassan, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista
2019	A*	`conf`	DyS: A Framework for Mixture Models in Quantification. AAAI André Gustavo Maletzke, Denis Moreira dos Reis, Everton Alvares Cherman, Gustavo E. A. P. A. Batista
2018	A*	`conf`	Classifying and Counting with Recurrent Contexts. KDD Denis Moreira dos Reis, André Gustavo Maletzke, Diego Furtado Silva, Gustavo E. A. P. A. Batista
2018	J	`jnl`	Combining instance selection and self-training to improve data stream quantification. J. Braz. Comput. Soc. André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista
2018	—	`conf`	On the Need of Class Ratio Insensitive Drift Tests for Data Streams. LIDTA@ECML/PKDD André Gustavo Maletzke, Denis Moreira dos Reis, Everton Alvares Cherman, Gustavo E. A. P. A. Batista
2018	—	`conf`	One-Class Quantification. ECML/PKDD (1) Denis Moreira dos Reis, André Gustavo Maletzke, Everton Alvares Cherman, Gustavo Enrique De Almeida Prado Alves Batista
2018	Misc	`conf`	Unsupervised context switch for classification tasks on data streams with recurrent concepts. SAC Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista
2017	—	`conf`	Quantification in Data Streams: Initial Results. BRACIS André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista
2016	J	`jnl`	Exploring shapelet transformation for time series classification in decision trees. Knowl. Based Syst. Willian Zalewski, Fabiano Silva, André Gustavo Maletzke, Carlos Andres Ferrero
2014	—	`ch.`	Time Series Classification with Motifs and Characteristics. Soft Computing for Business Intelligence André Gustavo Maletzke, Huei Diana Lee, Gustavo Enrique, Almeida Prado Alves Batista, Cláudio Saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu
2013	—	`conf`	Symbolic Representation Based on Temporal Order Information for Time Series Classification. BRACIS Willian Zalewski, Fabiano Silva, André Gustavo Maletzke, Feng Chung Wu, Huei Diana Lee
2012	—	`conf`	A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series. SBIA Willian Zalewski, Fabiano Silva, Feng Chung Wu, Huei Diana Lee, André Gustavo Maletzke
2012	—	`conf`	Time Series Discretization Based on the Approximation of the Local Slope Information. IBERAMIA Willian Zalewski, Fabiano Silva, Huei Diana Lee, André Gustavo Maletzke, Feng Chung Wu
2008	—	`conf`	Evaluation of Models for the Recognition of Hadwritten Digits in Medical Forms. BSB 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