Paula Branco 个人学术档案 - 学术资源搜索

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Luís TorgoCanada Research Chair, Professor, Faculty of Computer Science, Dalhousie University在 dal.ca 的电子邮件经过验证
Rita P. RibeiroFaculty of Sciences, University of Porto and INESC TEC在 fc.up.pt 的电子邮件经过验证
Nuno MonizAssociate Research Professor at Lucy Family Institute for Data & Society, University of Notre Dame在 nd.edu 的电子邮件经过验证
guy-vincent jourdanUniversity of Ottawa在 eecs.uottawa.ca 的电子邮件经过验证
Bernhard PfahringerProfessor of Computer Science, University of Waikato在 waikato.ac.nz 的电子邮件经过验证
Herna ViktorProfessor of Computer Science, University of Ottawa在 uottawa.ca 的电子邮件经过验证
Nathalie JapkowiczAmerican University在 american.edu 的电子邮件经过验证
Paul K. MvulaPh.D. Student, University of Ottawa在 uottawa.ca 的电子邮件经过验证
Colin BellingerNational Research Council of Canada, and Dalhousie University在 dal.ca 的电子邮件经过验证
Jean-Gabriel GaudreaultGraduate Student, University of Ottawa在 uottawa.ca 的电子邮件经过验证
Bartosz KrawczykAssistant Professor, Center for Imaging Science, Rochester Institute of Technology, USA在 rit.edu 的电子邮件经过验证
Iluju KiringaAssociate Professor, University of Ottawa在 eecs.uottawa.ca 的电子邮件经过验证
Tet YeapProfessor of Electrical Engineering and Computer Science, University of Ottawa在 uottawa.ca 的电子邮件经过验证
Yansong LiUniversity of Ottawa在 uottawa.ca 的电子邮件经过验证
Roberto CorizzoAmerican University在 american.edu 的电子邮件经过验证
Evan CrothersUniversity of Ottawa在 uottawa.ca 的电子邮件经过验证
Kushankur GhoshUniversity of Alberta在 ualberta.ca 的电子邮件经过验证
Sergio PereiraLunit Inc.在 lunit.io 的电子邮件经过验证
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TEC在 fep.up.pt 的电子邮件经过验证
Magdalini EirinakiProfessor of Computer Engineering, San Jose State University在 sjsu.edu 的电子邮件经过验证

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Paula Branco

Assistant Professor, School Electrical Engineering and Computer Science at University of Ottawa

在 uottawa.ca 的电子邮件经过验证 - 首页

Artificial Intelligence Machine Learning Imbalanced Domains Outlier Detection Cybersecurity


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
A survey of predictive modeling on imbalanced domains P Branco, L Torgo, RP Ribeiro ACM Computing Surveys (CSUR) 49 (2), 31, 2016	1370	2016
Smote for regression L Torgo, RP Ribeiro, B Pfahringer, P Branco Portuguese conference on artificial intelligence, 378-389, 2013	335	2013
SMOGN: a pre-processing approach for imbalanced regression PO Branco, L Torgo, RP Ribeiro first international workshop on learning with imbalanced domains: theory and …, 2017	325	2017
Resampling strategies for regression L Torgo, P Branco, RP Ribeiro, B Pfahringer Expert systems 32 (3), 465-476, 2015	169	2015
UBL: an R package for utility-based learning P Branco, RP Ribeiro, L Torgo arXiv preprint arXiv:1604.08079, 2016	108	2016
Relevance-based evaluation metrics for multi-class imbalanced domains P Branco, L Torgo, RP Ribeiro Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia …, 2017	73	2017
Resampling strategies for imbalanced time series forecasting N Moniz, P Branco, L Torgo International Journal of Data Science and Analytics 3, 161-181, 2017	64	2017
Rebagg: Resampled bagging for imbalanced regression P Branco, L Torgo, RP Ribeiro Second International Workshop on Learning with Imbalanced Domains: Theory …, 2018	49	2018
Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms L Chang, P Branco arXiv preprint arXiv:2111.13597, 2021	42	2021
Evaluation of ensemble methods in imbalanced regression tasks N Moniz, P Branco, L Torgo First International Workshop on Learning with Imbalanced Domains: Theory and …, 2017	42	2017
Resampling strategies for imbalanced time series N Moniz, P Branco, L Torgo 2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016	34	2016
The class imbalance problem in deep learning K Ghosh, C Bellinger, R Corizzo, P Branco, B Krawczyk, N Japkowicz Machine Learning 113 (7), 4845-4901, 2024	27	2024
Adversarial robustness of neural-statistical features in detection of generative transformers E Crothers, N Japkowicz, H Viktor, P Branco 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022	27	2022
An analysis of performance metrics for imbalanced classification JG Gaudreault, P Branco, J Gama International Conference on Discovery Science, 67-77, 2021	24	2021
Crime prediction using regression and resources optimization B Cavadas, P Branco, S Pereira Progress in Artificial Intelligence: 17th Portuguese Conference on …, 2015	24	2015
Re-sampling approaches for regression tasks under imbalanced domains P Branco Unpublished Master's Thesis), Dep. Computer Science, Faculty of Sciences …, 2014	20	2014
A framework for recommendation of highly popular news lacking social feedback N Moniz, L Torgo, M Eirinaki, P Branco New Generation Computing 35, 417-450, 2017	17	2017
COVID-19 malicious domain names classification PK Mvula, P Branco, GV Jourdan, HL Viktor Expert Systems with Applications 204, 117553, 2022	11	2022
A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning PK Mvula, P Branco, GV Jourdan, HL Viktor Discover Data 1 (1), 4, 2023	10	2023
Corn grain yield prediction using UAV-based high spatiotemporal resolution imagery, machine learning, and spatial cross-validation P Killeen, I Kiringa, T Yeap, P Branco Remote Sensing 16 (4), 683, 2024	8	2024

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