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Paula Branco
Observed name:
Branco, Paula
Institution:
University of Ottawa
Observed institutions:
Dalhousie University,
University of Ottawa,
University of Southern Denmark,
Universidade do Porto,
National Research Council Canada,
INESC TEC,
Laboratório de Inteligência Artificial e Apoio à Decisão
show all 7
ORCID:
0000-0002-9917-3694
Observed ORCID:
0000-0002-9917-3694
OpenAlex ID:
A5043554078
A Survey of Predictive Modeling on Imbalanced Domains
2016
·
Paula Branco
, Luís Torgo
, et al.
·
ACM Computing Surveys
·
1,122
SMOTE for Regression
2013
·
Luís Torgo
, Rita P. Ribeiro
, et al.
·
Lecture notes in computer science
·
330
PDF
The class imbalance problem in deep learning
2022
·
Kushankur Ghosh
, Colin Bellinger
, et al.
·
Machine Learning
·
316
PDF
SMOGN: a Pre-processing Approach for Imbalanced Regression
2017
·
Paula Branco
, Luı́s Torgo
, et al.
·
Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
·
207
A Survey of Predictive Modelling under Imbalanced Distributions
2015
·
Branco, Paula
, Torgo, Luis
, et al.
·
arXiv (Cornell University)
·
166
PDF
Resampling strategies for regression
2014
·
Luís Torgo
, Paula Branco
, et al.
·
Expert Systems
·
164
PDF
Pre-processing approaches for imbalanced distributions in regression
2019
·
Paula Branco
, Luis Torgo
, et al.
·
Neurocomputing
·
134
Corn Grain Yield Prediction Using UAV-Based High Spatiotemporal Resolution Imagery, Machine Learning, and Spatial Cross-Validation
2024
·
Patrick Killeen
, Iluju Kiringa
, et al.
·
Remote Sensing
·
71
PDF
Resampling strategies for imbalanced time series forecasting
2017
·
Nuno Moniz
, Paula Branco
, et al.
·
International Journal of Data Science and Analytics
·
65
PDF
Relevance-Based Evaluation Metrics for Multi-class Imbalanced Domains
2017
·
Paula Branco
, Luís Torgo
, et al.
·
Lecture notes in computer science
·
64
PDF
UBL: an R package for Utility-based Learning
2016
·
Branco, Paula
, Ribeiro, Rita P.
, et al.
·
arXiv (Cornell University)
·
61
PDF
Fake News Detection Using Deep Learning: A Systematic Literature Review
2024
·
Mohammad Q. Alnabhan
, Paula Branco
·
IEEE Access
·
51
An Analysis of Performance Metrics for Imbalanced Classification
2021
·
Jean-Gabriel Gaudreault
, Paula Branco
, et al.
·
Lecture notes in computer science
·
46
A Survey on the Applications of Semi-supervised Learning to Cyber-security
2024
·
Paul Kiyambu Mvula
, Paula Branco
, et al.
·
ACM Computing Surveys
·
35
PDF
Empirical analysis of performance assessment for imbalanced classification
2024
·
Jean-Gabriel Gaudreault
, Paula Branco
·
Machine Learning
·
32
PDF
Describe the house and I will tell you the price: House price prediction with textual description data
2023
·
Hanxiang Zhang
, Yansong Li
, et al.
·
Natural Language Engineering
·
29
PDF
Advanced IDS: a comparative study of datasets and machine learning algorithms for network flow-based intrusion detection systems
2025
·
Jose Carlos Mondragon
, Paula Branco
, et al.
·
Applied Intelligence
·
28
PDF
Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms
2021
·
Chang, Liyan
, Branco, Paula
·
arXiv (Cornell University)
·
28
PDF
Resampling Strategies for Imbalanced Time Series
2016
·
Nuno Moniz
, Paula Branco
, et al.
·
IEEE International Conference on Data Science and Advanced Analytics (DSAA)
·
28
PDF
REBAGG: REsampled BAGGing for Imbalanced Regression
2018
·
Paula Branco
, Luı́s Torgo
, et al.
·
Learning with Imbalanced Domains: Theory and Applications
·
27
Definition of the microbial rare biosphere through unsupervised machine learning
2025
·
Francisco Pascoal
, Paula Branco
, et al.
·
Communications Biology
·
25
PDF
Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers
2022
·
Evan Crothers
, Nathalie Japkowicz
, et al.
·
2022 International Joint Conference on Neural Networks (IJCNN)
·
24
PDF
Embedding residuals in graph-based solutions: the E-ResSAGE and E-ResGAT algorithms. A case study in intrusion detection
2024
·
Liyan Chang
, Paula Branco
·
Applied Intelligence
·
23
Evaluation of Ensemble Methods in Imbalanced Regression Tasks
2017
·
Nuno Moniz
, Paula Branco
, et al.
·
Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
·
22
A comprehensive study of machine learning techniques for log-based anomaly detection
2025
·
Shan Ali
, Chaima Boufaied
, et al.
·
Empirical Software Engineering
·
21
PDF
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Works count:
116
Citation count:
3,432
H-index:
23
I10-index:
38
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