Paula Branco - Concepedia

Author

Paula Branco

University of Ottawa ORCID

Also Known As

Branco, Paula, Paula Branco

112

Publications

2.8K

Citations

H-Index

Concepts

All Affiliations

University of Ottawa Universidade do Porto INESC TEC American University

About

Paula Branco is an author at University of Ottawa specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	16	1K
2	Management	7	7	543
3	Arts	2	2	39
4	Business Analytics	2	2	201
5	Social Sciences	1	1	42

Paula Branco

Publications

1.2K

Citations

H-Index

Page 1

	Year	Citations
The class imbalance problem in deep learning Kushankur Ghosh, Colin Bellinger, Roberto Corizzo, Machine Learning EngineeringMachine LearningDeep LearningClass ImbalancePattern Recognition	2022	213
A Survey of Predictive Modelling under Imbalanced Distributions Paula Branco, Rita P. Ribeiro arXiv (Cornell University) Fraud DetectionNumeric Target VariablesEngineeringMachine LearningData Science	2015	173
Resampling strategies for regression Paula Branco, Rita P. Ribeiro, Bernhard Pfahringer Expert Systems Refinement TechniqueEngineeringMachine LearningData ScienceData Mining	2014	155
SMOGN: a Pre-processing Approach for Imbalanced Regression Paula Branco, Luı́s Torgo, Rita P. Ribeiro Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) EngineeringData ScienceClass ImbalancePredictive AnalyticsKnowledge Discovery	2017	150
Pre-processing approaches for imbalanced distributions in regression Paula Branco, Rita P. Ribeiro Neurocomputing Class ImbalancePredictive AnalyticsRare Event EstimationManagementImbalanced Distributions	2019	118
Resampling strategies for imbalanced time series forecasting Nuno Moniz, Paula Branco International Journal of Data Science and Analytics Forecasting MethodologyEngineeringData ScienceClass ImbalancePredictive Analytics	2017	59
Corn Grain Yield Prediction Using UAV-Based High Spatiotemporal Resolution Imagery, Machine Learning, and Spatial Cross-Validation Patrick Killeen, Iluju Kiringa, Tet Yeap, Remote Sensing Precision AgricultureEngineeringMachine LearningLand UseAgricultural Economics	2024	42
Resampling Strategies for Imbalanced Time Series Nuno Moniz, Paula Branco Forecasting MethodologyEngineeringMachine LearningBusiness AnalyticsProbabilistic Forecasting	2016	28
Fake News Detection Using Deep Learning: A Systematic Literature Review Mohammad Q. Alnabhan, Paula Branco IEEE Access Fake NewsEngineeringMachine LearningCommunicationLanguage Processing	2024	27
Empirical analysis of performance assessment for imbalanced classification Jean-Gabriel Gaudreault, Paula Branco Machine Learning Data ClassificationClassification MethodEngineeringMachine LearningData Science	2024	26

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