Spremljaj
Paula Branco
Paula Branco
Assistant Professor, School Electrical Engineering and Computer Science at University of Ottawa
Preverjeni e-poštni naslov na uottawa.ca - Domača stran
Naslov
Navedeno
Navedeno
Leto
A survey of predictive modeling on imbalanced domains
P Branco, L Torgo, RP Ribeiro
ACM Computing Surveys (CSUR) 49 (2), 31, 2016
14882016
Smote for regression
L Torgo, RP Ribeiro, B Pfahringer, P Branco
Portuguese conference on artificial intelligence, 378-389, 2013
4022013
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
3492017
Resampling strategies for regression
L Torgo, P Branco, RP Ribeiro, B Pfahringer
Expert systems 32 (3), 465-476, 2015
1832015
UBL: an R package for utility-based learning
P Branco, RP Ribeiro, L Torgo
arXiv preprint arXiv:1604.08079, 2016
1202016
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
992024
Pre-processing approaches for imbalanced distributions in regression
P Branco, L Torgo, RP Ribeiro
Neurocomputing 343, 76-99, 2019
992019
Resampling strategies for imbalanced time series forecasting
N Moniz, P Branco, L Torgo
International Journal of Data Science and Analytics 3 (3), 161-181, 2017
732017
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
712017
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
652021
Rebagg: Resampled bagging for imbalanced regression
P Branco, L Torgo, RP Ribeiro
Second International Workshop on Learning with Imbalanced Domains: Theory …, 2018
622018
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
452017
An analysis of performance metrics for imbalanced classification
JG Gaudreault, P Branco, J Gama
International Conference on Discovery Science, 67-77, 2021
432021
Resampling strategies for imbalanced time series
N Moniz, P Branco, L Torgo
2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016
392016
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
352022
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
292024
Crime prediction using regression and resources optimization
B Cavadas, P Branco, S Pereira
Progress in Artificial Intelligence: 17th Portuguese Conference on …, 2015
252015
Re-sampling approaches for regression tasks under imbalanced domains
P Branco
PQDT-Global, 2014
212014
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
172017
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
152023
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