Denis Moreira dos Reis

According to our database, Denis Moreira dos Reis authored at least 12 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Accurately Quantifying under Score Variability.

André Gustavo Maletzke, Denis Moreira dos Reis, Waqar Hassan, Gustavo Batista

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Challenges in benchmarking stream learning algorithms with real-world data.

Vinícius M. A. de Souza, Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista

Data Min. Knowl. Discov., 2020

Quantifying With Only Positive Training Data.

Denis Moreira dos Reis, Marcílio de Souto, Elaine P. M. de Sousa, Gustavo E. A. P. A. Batista

CoRR, 2020

The Importance of the Test Set Size in Quantification Assessment.

André Gustavo Maletzke, Waqar Hassan, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

DyS: A Framework for Mixture Models in Quantification.

André Gustavo Maletzke, Denis Moreira dos Reis, Everton Alvares Cherman, Gustavo E. A. P. A. Batista

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Combining instance selection and self-training to improve data stream quantification.

André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista

J. Braz. Comput. Soc., 2018

Unsupervised context switch for classification tasks on data streams with recurrent concepts.

Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

One-Class Quantification.

Denis Moreira dos Reis, André Gustavo Maletzke, Everton Alvares Cherman, Gustavo Enrique De Almeida Prado Alves Batista

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

On the Need of Class Ratio Insensitive Drift Tests for Data Streams.

André Gustavo Maletzke, Denis Moreira dos Reis, Everton Alvares Cherman, Gustavo E. A. P. A. Batista

Proceedings of the Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2018

Classifying and Counting with Recurrent Contexts.

Denis Moreira dos Reis, André Gustavo Maletzke, Diego Furtado Silva, Gustavo E. A. P. A. Batista

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Quantification in Data Streams: Initial Results.

André Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

Fast Unsupervised Online Drift Detection Using Incremental Kolmogorov-Smirnov Test.

Denis Moreira dos Reis, Peter A. Flach, Stan Matwin, Gustavo E. A. P. A. Batista

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016