Denis Moreira dos Reis

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 13

Top Topics

Learning Algorithm

Kolmogorov Smirnov

Top Venues

LIDTA@ECML/PKDD

Publications

André Gustavo Maletzke, Denis Moreira dos Reis, Waqar Hassan, Gustavo Batista
Accurately Quantifying under Score Variability. ICDM (2021)
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 (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)
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)