Paula Alexandra de Oliveira Branco


AuthID: R-00F-QZV

Confirmed Publications: 104



31
TITLE: SemiS-VFL: A Semi-Supervised Machine Learning Framework for Vertical Federated Learning
AUTHORS: Kun Yan; Paula Branco ;
PUBLISHED: 2024, SOURCE: Canadian AI
INDEXED IN: DBLP
IN MY: DBLP
32
TITLE: SSL-GAN-RoBERTa: A robust semi-supervised model for detecting Anti-Asian COVID-19 hate speech on social media
AUTHORS: Xuanyu Su; Yansong Li; Paula Branco ; Diana Inkpen;
PUBLISHED: 2024, SOURCE: Nat. Lang. Eng., VOLUME: 30, ISSUE: 6
INDEXED IN: DBLP
IN MY: DBLP
33
TITLE: Strategic Digitalization in Oil and Gas: A Case Study on Mixed Reality and Digital Twins
AUTHORS: William Aiken; Lila Carden; Azmeen Bhabhrawala; Paula Branco ; Guy Vincent Jourdan; Adam Berg;
PUBLISHED: 2024, SOURCE: IEEE Access, VOLUME: 12
INDEXED IN: DBLP
IN MY: DBLP
34
TITLE: The class imbalance problem in deep learning
AUTHORS: Kushankur Ghosh; Colin Bellinger; Roberto Corizzo; Paula Branco ; Bartosz Krawczyk; Nathalie Japkowicz;
PUBLISHED: 2024, SOURCE: Mach. Learn., VOLUME: 113, ISSUE: 7
INDEXED IN: DBLP
IN MY: DBLP
35
TITLE: The effect of resampling techniques on the performances of machine learning clinical risk prediction models in the setting of severe class imbalance: development and internal validation in a retrospective cohort
AUTHORS: Janny Xue Chen Ke; Arunachalam DhakshinaMurthy; Ronald B George; Paula Branco ;
PUBLISHED: 2024, SOURCE: Discov. Artif. Intell., VOLUME: 4, ISSUE: 1
INDEXED IN: DBLP
IN MY: DBLP
36
TITLE: To Label or to Pseudo Label? Active Learning vs Semi-Supervised Learning for Windows Malware Prediction
AUTHORS: Bahar Emami Afshar; Paula Branco ; Tolga Kurt; Utku Görkem Ketenci; Hikmet Mazmanoglu;
PUBLISHED: 2024, SOURCE: Canadian AI
INDEXED IN: DBLP
IN MY: DBLP
37
TITLE: AddShare: A Privacy-Preserving Approach for Federated Learning
AUTHORS: Bernard Asare; Paula Branco ; Iluju Kiringa; Tet Hin Yeap;
PUBLISHED: 2023, SOURCE: ESORICS Workshops (1)
INDEXED IN: DBLP
IN MY: DBLP
38
TITLE: An Empirical Study on Log-based Anomaly Detection Using Machine Learning
AUTHORS: Shan Ali; Chaima Boufaied; Domenico Bianculli; Paula Branco ; Lionel C Briand; Nathan Aschbacher;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2307.16714
INDEXED IN: DBLP
IN MY: DBLP
39
TITLE: An Interpretable Measure of Dataset Complexity for Imbalanced Classification Problems
AUTHORS: Jonatan Møller Nuutinen Gøttcke; Colin Bellinger; Paula Branco ; Arthur Zimek;
PUBLISHED: 2023, SOURCE: SDM
INDEXED IN: DBLP
IN MY: DBLP
40
TITLE: Are GNNs the Right Tool to Mine the Blockchain? The Case of the Bitcoin Generator Scam
AUTHORS: Zhikun Yuen; Paula Branco ; Aaron Chew; Guy Vincent Jourdan; Fabian Lim; Laura Wynter;
PUBLISHED: 2023, SOURCE: DSAA
INDEXED IN: DBLP
IN MY: DBLP
Page 4 of 11. Total results: 104.

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