Guilherme Weigert Cassales

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Intrusion Detection System

Ensemble Selection

Top Venues

IEEE Trans. Netw. Serv. Manag.

HPCC/DSS/SmartCity

Publications

Reginaldo Luna, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Heitor Murilo Gomes, Hermes Senger
Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge. CF (2024)
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing. CoRR (2022)
Luís Puhl, Guilherme Weigert Cassales, Hélio Crestana Guardia, Hermes Senger
Distributed Novelty Detection at the Edge for IoT Network Security. ICCSA (3) (2021)
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
Improving the performance of bagging ensembles for data streams through mini-batching. Inf. Sci. 580 (2021)
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
Improving the performance of bagging ensembles for data streams through mini-batching. CoRR (2021)
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching. HPCC/DSS/SmartCity (2020)
Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria, Albert Bifet
IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks. ISCC (2019)