Nuno Moniz
Nuno Moniz
Associate Research Professor at Lucy Family Institute for Data & Society, University of Notre Dame
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Imbalanced regression and extreme value prediction
RP Ribeiro, N Moniz
Machine Learning 109, 1803-1835, 2020
Resampling strategies for imbalanced time series forecasting
N Moniz, P Branco, L Torgo
International Journal of Data Science and Analytics, 1-21, 2017
Multi-source social feedback of online news feeds
N Moniz, L Torgo
arXiv preprint arXiv:1801.07055, 2018
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
Resampling Strategies for Imbalanced Time Series
N Moniz, P Branco, L Torgo
3rd IEEE International Conference on Data Science and Advanced Analytics, 2016
Vest: Automatic feature engineering for forecasting
V Cerqueira, N Moniz, C Soares
Machine Learning, 1-23, 2021
SMOTEBoost for Regression: Improving the Prediction of Extreme Values
N Moniz, RP Ribeiro, V Cerqueira, N Chawla
5th IEEE International Conference on Data Science and Advanced Analytics, 2018
A review on web content popularity prediction: Issues and open challenges
N Moniz, L Torgo
Online Social Networks and Media 12, 1-20, 2019
Automated imbalanced classification via meta-learning
N Moniz, V Cerqueira
Expert Systems with Applications 178, 115011, 2021
No Free Lunch in imbalanced learning
N Moniz, H Monteiro
Knowledge-Based Systems 227, 107222, 2021
Survey on privacy-preserving techniques for microdata publication
T Carvalho, N Moniz, P Faria, L Antunes
ACM Computing Surveys 55 (14s), 1-42, 2023
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
Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting
M Oliveira, N Moniz, L Torgo, VS Costa
2019 IEEE International Conference on Data Science and Advanced Analytics …, 2019
Class-imbalanced learning on graphs: A survey
Y Ma, Y Tian, N Moniz, NV Chawla
arXiv preprint arXiv:2304.04300, 2023
Threshold-Bounded Influence Dominating Sets for Recommendations in Social Networks
M Eirinaki, N Moniz, K Potika
9th IEEE International Conference on Social Computing and Networking …, 2016
The Compromise of Data Privacy in Predictive Performance
T Carvalho, N Moniz
Towards a data privacy-predictive performance trade-off
T Carvalho, N Moniz, P Faria, L Antunes
Expert Systems with Applications 223, 119785, 2023
Fundamental privacy rights in a pandemic state
T Carvalho, P Faria, L Antunes, N Moniz
Plos one 16 (6), e0252169, 2021
Resampling approaches to improve news importance prediction
N Moniz, L Torgo, F Rodrigues
International Symposium on Intelligent Data Analysis, 215-226, 2014
Model optimization in imbalanced regression
A Silva, RP Ribeiro, N Moniz
International Conference on Discovery Science, 3-21, 2022
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