Nuno Moniz
Nuno Moniz
Researcher at INESC TEC / University of Porto
Verified email at - Homepage
Cited by
Cited by
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
Resampling Strategies for Imbalanced Time Series
N Moniz, P Branco, L Torgo
3rd IEEE International Conference on Data Science and Advanced Analytics, 2016
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
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
Imbalanced regression and extreme value prediction
RP Ribeiro, N Moniz
Machine Learning 109 (9), 1803-1835, 2020
A review on web content popularity prediction: Issues and open challenges
N Moniz, L Torgo
Online Social Networks and Media 12, 1-20, 2019
Vest: Automatic feature engineering for forecasting
V Cerqueira, N Moniz, C Soares
Machine Learning, 1-23, 2021
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
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
Resampling approaches to improve news importance prediction
N Moniz, L Torgo, F Rodrigues
International Symposium on Intelligent Data Analysis, 215-226, 2014
No Free Lunch in imbalanced learning
N Moniz, H Monteiro
Knowledge-Based Systems 227, 107222, 2021
Empirical analysis of the Portuguese governments social network
N Moniz, F Louça, M Oliveira, R Soeiro
Social Network Analysis and Mining 6 (1), 1-19, 2016
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
The Compromise of Data Privacy in Predictive Performance
T Carvalho, N Moniz
Constructive Aggregation and its application to forecasting with dynamic ensembles
V Cerqueira, F Pinto, L Torgo, C Soares, N Moniz
European Conference on Machine Learning and Principles and Practice of …, 2018
Improvement of News Ranking through Importance Prediction
N Moniz, L Torgo
KDD 2014 - NewsKDD: Data Science for News Publishing Workshop, 2014
Fundamental privacy rights in a pandemic state
T Carvalho, P Faria, L Antunes, N Moniz
Plos one 16 (6), e0252169, 2021
Sequence mining for automatic generation of software tests from GUI event traces
A Oliveira, R Freitas, A Jorge, V Amorim, N Moniz, ACR Paiva, ...
International Conference on Intelligent Data Engineering and Automated …, 2020
2nd workshop on learning with imbalanced domains: Preface
L Torgo, S Matwin, N Japkowicz, B Krawczyk, N Moniz, P Branco
Second International Workshop on Learning with Imbalanced Domains: Theory …, 2018
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