Paula Branco
Paula Branco
Assistant Professor, Electrical Engineering and Computer Science at University of Ottawa
Verified email at uottawa.ca - Homepage
Title
Cited by
Cited by
Year
A survey of predictive modeling on imbalanced domains
P Branco, L Torgo, RP Ribeiro
ACM Computing Surveys (CSUR) 49 (2), 31, 2016
2622016
Smote for regression
L Torgo, RP Ribeiro, B Pfahringer, P Branco
Portuguese conference on artificial intelligence, 378-389, 2013
722013
Resampling strategies for regression
L Torgo, P Branco, RP Ribeiro, B Pfahringer
Expert Systems 32 (3), 465-476, 2015
682015
A survey of predictive modelling under imbalanced distributions
P Branco, L Torgo, R Ribeiro
arXiv preprint arXiv:1505.01658, 2015
382015
UBL: an R package for utility-based learning
P Branco, RP Ribeiro, L Torgo
arXiv preprint arXiv:1604.08079, 2016
212016
Relevance-based evaluation metrics for multi-class imbalanced domains
P Branco, L Torgo, RP Ribeiro
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 698-710, 2017
182017
Resampling strategies for imbalanced time series
N Moniz, P Branco, L Torgo
2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016
132016
Re-sampling approaches for regression tasks under imbalanced domains
P Branco
Unpublished Master's Thesis), Dep. Computer Science, Faculty of Sciences …, 2014
132014
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
122017
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
102017
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
72017
Rebagg: Resampled bagging for imbalanced regression
P Branco, L Torgo, RP Ribeiro
Second International Workshop on Learning with Imbalanced Domains: Theory …, 2018
62018
Pre-processing approaches for imbalanced distributions in regression
P Branco, L Torgo, RP Ribeiro
Neurocomputing 343, 76-99, 2019
52019
Crime prediction using regression and resources optimization
B Cavadas, P Branco, S Pereira
Portuguese Conference on Artificial Intelligence, 513-524, 2015
52015
A framework for recommendation of highly popular news lacking social feedback
N Moniz, L Torgo, M Eirinaki, P Branco
New Generation Computing 35 (4), 417-450, 2017
42017
Resampling with neighbourhood bias on imbalanced domains
P Branco, L Torgo, RP Ribeiro
Expert Systems 35 (4), e12311, 2018
32018
Learning through utility optimization in regression tasks
P Branco, L Torgo, RP Ribeiro, E Frank, B Pfahringer, MM Rau
2017 IEEE International Conference on Data Science and Advanced Analytics …, 2017
32017
Exploring resampling with neighborhood bias on imbalanced regression problems
P Branco, L Torgo, RP Ribeiro
EPIA Conference on Artificial Intelligence, 513-524, 2017
32017
MetaUtil: Meta learning for utility maximization in regression
P Branco, L Torgo, RP Ribeiro
International Conference on Discovery Science, 129-143, 2018
22018
The CURE for Class Imbalance
C Bellinger, P Branco, L Torgo
International Conference on Discovery Science, 3-17, 2019
2019
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