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ORCIDGuilherme Weigert Cassales
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Journal Articles
- 2025
[j5]Guilherme Weigert Cassales, Serajis Salekin, Nick Jin Sean Lim, Dean F. Meason, Albert Bifet, Bernhard Pfahringer, Eibe Frank:
A comparative study of four deep learning algorithms for predicting tree stem radius measured by dendrometer: A case study. Ecol. Informatics 86: 103014 (2025)- 2023
- [j4]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): 3038-3054 (2023) - 2021
- [j3]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: 260-282 (2021) - 2016
- [j2]Guilherme W. Cassales, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel:
Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling. J. Ambient Intell. Humaniz. Comput. 7(3): 333-345 (2016) - 2014
- [j1]Luiz Angelo Steffenel, Olivier Flauzac, Andrea Schwertner Charão, Patrícia Pitthan Barcelos, Benhur de Oliveira Stein, Guilherme W. Cassales, Sergio Nesmachnow, Javier Rey, Matias Cogorno, Manuele Kirsch-Pinheiro, Carine Souveyet:
Mapreduce Challenges on Pervasive Grids. J. Comput. Sci. 10(11): 2194-2210 (2014)
Conference and Workshop Papers
- 2024
- [c7]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 - [c6]Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Giacomo Boracchi:
Online Isolation Forest. ICML 2024 - [c5]Yun Sing Koh, Albert Bifet, Karin R. Bryan, Guilherme Weigert Cassales, Olivier Graffeuille, Nick Jin Sean Lim, Phil Mourot, Ding Ning, Bernhard Pfahringer, Varvara Vetrova, Heitor Murilo Gomes:
Time-Evolving Data Science and Artificial Intelligence for Advanced Open Environmental Science (TAIAO) Programme. IJCAI 2024: 7314-7322 - 2021
- [c4]Luís Puhl, Guilherme Weigert Cassales, Hélio Crestana Guardia, Hermes Senger:
Distributed Novelty Detection at the Edge for IoT Network Security. ICCSA (3) 2021: 471-486 - 2020
- [c3]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: 138-146 - 2019
- [c2]Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria, Albert Bifet:
IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks. ISCC 2019: 1-7 - 2015
- [c1]Guilherme W. Cassales, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel:
Context-aware Scheduling for Apache Hadoop over Pervasive Environments. ANT/SEIT 2015: 202-209
Informal and Other Publications
- 2022
- [i2]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 abs/2201.06205 (2022) - 2021
- [i1]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 abs/2112.09834 (2021)
Coauthor Index
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