Guilherme Weigert Cassales

According to our database, Guilherme Weigert Cassales authored at least 5 papers between 2019 and 2023.

Collaborative distances:

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

2023

Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

IEEE Trans. Netw. Serv. Manag., September, 2023

2021

Improving the performance of bagging ensembles for data streams through mini-batching.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

Inf. Sci., 2021

Distributed Novelty Detection at the Edge for IoT Network Security.

Luís Puhl, Guilherme Weigert Cassales, Hélio Crestana Guardia, Hermes Senger

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks.

Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria, Albert Bifet

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019