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2020 – today
- 2021
[c9]André Gustavo Maletzke, Denis Moreira dos Reis, Waqar Hassan
, Gustavo Batista:
Accurately Quantifying under Score Variability. ICDM 2021: 1228-1233- 2020
- [j2]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): 1805-1858 (2020) - [c8]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: 2640-2646 - [i2]Denis Moreira dos Reis, Marcílio de Souto, Elaine P. M. de Sousa, Gustavo E. A. P. A. Batista:
Quantifying With Only Positive Training Data. CoRR abs/2004.10356 (2020) - [i1]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 abs/2005.00113 (2020)
2010 – 2019
- 2019
- [c7]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: 4552-4560 - 2018
- [j1]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): 12:1-12:17 (2018) - [c6]Denis Moreira dos Reis, André Gustavo Maletzke, Diego Furtado Silva, Gustavo E. A. P. A. Batista:
Classifying and Counting with Recurrent Contexts. KDD 2018: 1983-1992 - [c5]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: 110-124 - [c4]Denis Moreira dos Reis, André Gustavo Maletzke, Everton Alvares Cherman, Gustavo Enrique De Almeida Prado Alves Batista:
One-Class Quantification. ECML/PKDD (1) 2018: 273-289 - [c3]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: 518-524 - 2017
- [c2]André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista:
Quantification in Data Streams: Initial Results. BRACIS 2017: 43-48 - 2016
- [c1]Denis Moreira dos Reis, Peter A. Flach, Stan Matwin, Gustavo E. A. P. A. Batista:
Fast Unsupervised Online Drift Detection Using Incremental Kolmogorov-Smirnov Test. KDD 2016: 1545-1554
Coauthor Index
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