Patrick Marques Ciarelli

A realistic and public dataset with rare undesirable real events in oil wells

Ricardo Emanuel Vaz Vargas, Celso J. Munaro, Patrick Marques Ciarelli et al. · Journal of Petroleum Science and Engineering · 2019 · 94 citations

Oil Wells, Engineering, Machine Learning +13

Agglomeration and Elimination of Terms for Dimensionality Reduction

Patrick Marques Ciarelli, Elias Oliveira · 2009 · 52 citations

Engineering, Complexity Reduction, Semantic Web +20

Automated multi-label text categorization with VG-RAM weightless neural networks

Alberto F. De Souza, Felipe Pedroni, Elias Oliveira et al. · Neurocomputing · 2009 · 46 citations

Natural Language Processing, Engineering, Automatic Classification +8

Outlier Robust Extreme Machine Learning for multi-target regression

Bruno Légora Souza da Silva, Fernando Kentaro Inaba, Evandro Ottoni Teatini Salles et al. · Expert Systems with Applications · 2019 · 37 citations

Engineering, Machine Learning, Robust Statistic +5

Recommendation of programming activities by multi-label classification for a formative assessment of students

Márcia Gonçalves de Oliveira, Patrick Marques Ciarelli, Elias Oliveira · Expert Systems with Applications · 2013 · 29 citations

Multi-label Classification, Engineering, Formative Assessment +9