Paula Alexandra de Oliveira Branco


AuthID: R-00F-QZV

Confirmed Publications: 103



31
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
32
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: 37th Canadian Conference on Artificial Intelligence, Canadian AI 2024, Guelph, ON, Canada, May 27-31, 2024, Proceedings
INDEXED IN: DBLP
IN MY: DBLP
33
TITLE: AddShare: A Privacy-Preserving Approach for Federated Learning
AUTHORS: Bernard Asare; Paula Branco ; Iluju Kiringa; Tet Hin Yeap;
PUBLISHED: 2023, SOURCE: Computer Security. ESORICS 2023 International Workshops - CyberICS, DPM, CBT, and SECPRE, The Hague, The Netherlands, September 25-29, 2023, Revised Selected Papers, Part I, VOLUME: 14398
INDEXED IN: DBLP
IN MY: DBLP
34
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
35
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: Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023
INDEXED IN: DBLP
IN MY: DBLP
36
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: 10th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2023, Thessaloniki, Greece, October 9-13, 2023
INDEXED IN: DBLP
IN MY: DBLP
37
TITLE: AutoGAN: An Automated Human-Out-of-the-Loop Approach for Training Generative Adversarial Networks  Full Text
AUTHORS: Ehsan Nazari; Paula Branco ; Guy-Vincent Jourdan;
PUBLISHED: 2023, SOURCE: Mathematics, VOLUME: 11, ISSUE: 4
INDEXED IN: CrossRef
IN MY: ORCID
38
TITLE: Automated imbalanced classification via layered learning  Full Text
AUTHORS: Vítor Cerqueira ; Luís Torgo ; Paula Branco ; Colin Bellinger;
PUBLISHED: 2023, SOURCE: Mach. Learn., VOLUME: 112, ISSUE: 6
INDEXED IN: DBLP CrossRef: 4
IN MY: DBLP
39
TITLE: Detecting Malicious .NET Files Using CLR Header Features and Machine Learning
AUTHORS: Mohammed Hassan; Mohamed Eid; Hossam Elnems; Eslam Ahmed; Ebraam Mesak; Paula Branco ;
PUBLISHED: 2023, SOURCE: 36th Canadian Conference on Artificial Intelligence, Canadian AI, CANAI 2023, Montreal, Canada, June 5-9, 2023, Proceedings
INDEXED IN: DBLP
IN MY: DBLP
40
TITLE: Evaluating Deep Learning for Cross-Domains Fake News Detection
AUTHORS: Mohammad Q Alnabhan; Paula Branco ;
PUBLISHED: 2023, SOURCE: Foundations and Practice of Security - 16th International Symposium, FPS 2023, Bordeaux, France, December 11-13, 2023, Revised Selected Papers, Part II, VOLUME: 14552
INDEXED IN: DBLP
IN MY: DBLP
Page 4 of 11. Total results: 103.

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