Guilherme Weigert Cassales

22 papers A* 2B 1C 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey of Data Stream-Based Intrusion Detection Systems.
IEEE Access
Rodrigo Sanches Miani, Gustavo Di Giovanni Bernardo, Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria
2025 J jnl
A comparative study of four deep learning algorithms for predicting tree stem radius measured by dendrometer: A case study.
Ecol. Informatics
Guilherme Weigert Cassales, Serajis Salekin, Nick Jin Sean Lim, Dean F. Meason, Albert Bifet, Bernhard Pfahringer, Eibe Frank
2025 J jnl
Accelerated Weka: GPU Machine Learning with Weka Workbench.
Neurocomputing
Guilherme Weigert Cassales, Justin Jia Liu, Albert Bifet
2025 B conf
Adaptive Isolation Forest.
DS
Justin Jia Liu, Guilherme Weigert Cassales, Fei Tony Liu, Bernhard Pfahringer, Albert Bifet
2025 J jnl
CapyMOA: Efficient Machine Learning for Data Streams in Python.
CoRR
Heitor Murilo Gomes, Anton Lee, Nuwan Gunasekara, Yibin Sun, Guilherme Weigert Cassales, Justin Liu, Marco Heyden, Vítor Cerqueira, Maroua Bahri, Yun Sing Koh, Bernhard Pfahringer, Albert Bifet
2025 J jnl
Detecting Domain Shifts in Myoelectric Activations: Challenges and Opportunities in Stream Learning.
CoRR
Yibin Sun, Nick Jin Sean Lim, Guilherme Weigert Cassales, Heitor Murilo Gomes, Bernhard Pfahringer, Albert Bifet, Anany Dwivedi
2025 — conf
Edge Machine Learning for Solar Power Forecasting.
FiCloud
Guilherme Weigert Cassales, Ioan Petri, Heitor Murilo Gomes, Omer F. Rana, Albert Bifet
2025 — conf
Machine Learning for Data Streams with CapyMOA.
ECML/PKDD (10)
Yibin Sun, Heitor Murilo Gomes, Anton Lee, Nuwan Gunasekara, Guilherme Weigert Cassales, Justin Liu, Marco Heyden, Vítor Cerqueira, Maroua Bahri, Yun Sing Koh, Bernhard Pfahringer, Albert Bifet
2025 J jnl
Online Isolation Forest.
CoRR
Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Giacomo Boracchi
2025 J jnl
RMIDDM: an unsupervised and interpretable concept drift detection method for data streams.
Data Min. Knowl. Discov.
Ruivaldo Lobão-Neto, Brenno de Mello Alencar, Heitor Murilo Gomes, Albert Bifet, João Gama, Guilherme Weigert Cassales, Ricardo Araújo Rios
2025 — conf
Streaming Isolation Forest.
PAKDD (1)
Justin Jia Liu, Guilherme Weigert Cassales, Fei Tony Liu, Bernhard Pfahringer, Albert Bifet
2024 — conf
Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge.
CF
Reginaldo Luna, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Heitor Murilo Gomes, Hermes Senger
2024 A* conf
Online Isolation Forest.
ICML
Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Giacomo Boracchi
2024 A* conf
Time-Evolving Data Science and Artificial Intelligence for Advanced Open Environmental Science (TAIAO) Programme.
IJCAI
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
2023 J jnl
Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing.
IEEE Trans. Netw. Serv. Manag.
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
2022 J jnl
Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing.
CoRR
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
2021 — conf
Distributed Novelty Detection at the Edge for IoT Network Security.
ICCSA (3)
Luís Puhl, Guilherme Weigert Cassales, Hélio Crestana Guardia, Hermes Senger
2021 — —
Improving data locality of bagging ensembles for data streams through mini-batching
Guilherme Weigert Cassales
2021 J jnl
Improving the performance of bagging ensembles for data streams through mini-batching.
CoRR
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
2021 J jnl
Improving the performance of bagging ensembles for data streams through mini-batching.
Inf. Sci.
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
2020 — conf
Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching.
HPCC/DSS/SmartCity
Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger
2019 C conf
IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks.
ISCC
Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria, Albert Bifet