| A realistic and public dataset with rare undesirable real events in oil wells REV Vargas, CJ Munaro, PM Ciarelli, AG Medeiros, BG do Amaral, ... Journal of Petroleum Science and Engineering 181, 106223, 2019 | 94 | 2019 |
| Automated multi-label text categorization with VG-RAM weightless neural networks AF De Souza, F Pedroni, E Oliveira, PM Ciarelli, WF Henrique, ... Neurocomputing 72 (10-12), 2209-2217, 2009 | 71 | 2009 |
| Agglomeration and elimination of terms for dimensionality reduction PM Ciarelli, E Oliveira 2009 Ninth International Conference on Intelligent Systems Design and …, 2009 | 64 | 2009 |
| Outlier robust extreme machine learning for multi-target regression BLS da Silva, FK Inaba, EOT Salles, PM Ciarelli Expert Systems with Applications 140, 112877, 2020 | 42 | 2020 |
| Recommendation of programming activities by multi-label classification for a formative assessment of students MRGA De Oliveira, PM Ciarelli, E Oliveira Expert Systems with Applications 40 (16), 6641-6651, 2013 | 41 | 2013 |
| Multi-label text categorization using a probabilistic neural network PM Ciarelli, E Oliveira, C Badue, AF De Souza International Journal of Computer Information Systems and Industrial …, 2009 | 41 | 2009 |
| O sentimento político em redes sociais: big data, algoritmos e as emoções nos tweets sobre o impeachment de Dilma Rousseff| Political sentiment in social networks: big data … F Malini, P Ciarelli, J Medeiros Liinc em Revista 13 (2), 2017 | 31 | 2017 |
| Industrial optical character recognition system in printing quality control of hot-rolled coils identification T Caldeira, PM Ciarelli, GA Neto Journal of Control, Automation and Electrical Systems 31 (1), 108-118, 2020 | 29 | 2020 |
| Supervised kernel density estimation K-means FD Bortoloti, E de Oliveira, PM Ciarelli Expert Systems with Applications 168, 114350, 2021 | 28 | 2021 |
| Multi-label incremental learning applied to web page categorization PM Ciarelli, E Oliveira, EOT Salles Neural Computing and Applications 24, 1403-1419, 2014 | 27 | 2014 |
| VemPraRua: Narrativas da Revolta brasileira F Malini, F GOVEIA, P CIARELLI, L CARREIRA, G HERKENHOFF, ... XII Congresso da Associação Latinoamericana de Investigadores da Comunicação …, 2014 | 27 | 2014 |
| Improving performance of one-class classifiers applied to anomaly detection in oil wells APF Machado, REV Vargas, PM Ciarelli, CJ Munaro Journal of Petroleum Science and Engineering 218, 110983, 2022 | 20 | 2022 |
| Ml-based ddos detection and identification using native cloud telemetry macroscopic monitoring JH Corrêa, PM Ciarelli, MRN Ribeiro, RS Villaça Journal of Network and Systems Management 29, 1-28, 2021 | 20 | 2021 |
| An evolving system based on probabilistic neural network PM Ciarelli, EOT Salles, E Oliveira 2010 Eleventh Brazilian Symposium on Neural Networks, 182-187, 2010 | 19 | 2010 |
| A comparison between a KNN based approach and a PNN algorithm for a multi-label classification problem E Oliveira, PM Ciarelli, C Badue, AF De Souza 2008 Eighth International Conference on Intelligent Systems Design and …, 2008 | 19 | 2008 |
| Fast deep stacked networks based on extreme learning machine applied to regression problems BLS da Silva, FK Inaba, EOT Salles, PM Ciarelli Neural Networks 131, 14-28, 2020 | 18 | 2020 |
| Human automatic detection and tracking for outdoor video PM Ciarelli, EOT Salles, E Oliveira Integrated Computer-Aided Engineering 18 (4), 379-390, 2011 | 18 | 2011 |
| An incremental neural network with a reduced architecture PM Ciarelli, E Oliveira, EOT Salles Neural networks 35, 70-81, 2012 | 16 | 2012 |
| An enhanced probabilistic neural network approach applied to text classification P Marques Ciarelli, E Oliveira Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2009 | 16 | 2009 |
| Automated free text classification of economic activities using vg-ram weightless neural networks AF De Souza, F Pedroni, E Oliveira, PM Ciarelli, WF Henrique, ... Seventh International Conference on Intelligent Systems Design and …, 2007 | 16 | 2007 |
