Mapreduce Challenges on Pervasive Grids. - 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 (J. Comput. Sci., 2014)

Context-aware Scheduling for Apache Hadoop over Pervasive Environments. - Guilherme W. Cassales; Andrea Schwertner Charão; Manuele Kirsch-Pinheiro; Carine Souveyet; Luiz Angelo Steffenel (ANT/SEIT, 2015)

Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling. - Guilherme W. Cassales; Andrea Schwertner Charão; Manuele Kirsch-Pinheiro; Carine Souveyet; Luiz Angelo Steffenel (J. Ambient Intell. Humaniz. Comput., 2016)

IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks. - Guilherme Weigert Cassales; Hermes Senger; Elaine Ribeiro de Faria; Albert Bifet (ISCC, 2019)

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 (HPCC/DSS/SmartCity, 2020)

Distributed Novelty Detection at the Edge for IoT Network Security. - Luís Puhl; Guilherme Weigert Cassales; Hélio Crestana Guardia; Hermes Senger (ICCSA (3), 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)

Improving data locality of bagging ensembles for data streams through mini-batching - Guilherme Weigert Cassales (2021)

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., 2023)

Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge. - Reginaldo Luna; Guilherme Weigert Cassales; Bernhard Pfahringer; Albert Bifet; Heitor Murilo Gomes; Hermes Senger (CF, 2024)

Online Isolation Forest. - Filippo Leveni; Guilherme Weigert Cassales; Bernhard Pfahringer; Albert Bifet; Giacomo Boracchi (ICML, 2024)

Time-Evolving Data Science and Artificial Intelligence for Advanced Open Environmental Science (TAIAO) Programme. - 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 (IJCAI, 2024)

Streaming Isolation Forest. - Justin Jia Liu; Guilherme Weigert Cassales; Fei Tony Liu; Bernhard Pfahringer; Albert Bifet (PAKDD (1), 2025)

A Survey of Data Stream-Based Intrusion Detection Systems. - Rodrigo Sanches Miani; Gustavo Di Giovanni Bernardo; Guilherme Weigert Cassales; Hermes Senger; Elaine Ribeiro de Faria (IEEE Access, 2025)

A comparative study of four deep learning algorithms for predicting tree stem radius measured by dendrometer: A case study. - Guilherme Weigert Cassales; Serajis Salekin; Nick Jin Sean Lim; Dean F. Meason; Albert Bifet; Bernhard Pfahringer; Eibe Frank (Ecol. Informatics, 2025)

Accelerated Weka: GPU Machine Learning with Weka Workbench. - Guilherme Weigert Cassales; Justin Jia Liu; Albert Bifet (Neurocomputing, 2025)

CapyMOA: Efficient Machine Learning for Data Streams in Python. - 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 (CoRR, 2025)