| 2022 | LREC | PortiLexicon-UD: a Portuguese Lexical Resource according to Universal Dependencies Model. | Lucelene Lopes, Magali Sanches Duran, Paulo Fernandes, Thiago A. S. Pardo |
| 2019 | SEKE | Language Independent POS-tagging Using Automatically Generated Markov Chains (S). | Joaquim V. C. Assuno, Paulo Fernandes, Lucelene Lopes |
| 2017 | FlAIRS | Classifying With AdaBoost.M1: The Training Error Threshold Myth. | Antnio Lees, Paulo Fernandes, Lucelene Lopes, Joaquim V. C. Assuno |
| 2015 | SEKE | SANGE - Stochastic Automata Networks Generator. A tool to efficiently predict events through structured Markovian models. | Joaquim V. C. Assuno, Paulo Fernandes, Lucelene Lopes, Angelika Studeny, Jean-Marc Vincent |
| 2014 | LREC | Comparative Analysis of Portuguese Named Entities Recognition Tools. | Daniela O. F. do Amaral, Evandro Brasil da Fonseca, Lucelene Lopes, Renata Vieira |
| 2014 | LREC | Building Domain Specific Bilingual Dictionaries. | Lucas Welter Hilgert, Lucelene Lopes, Artur Freitas, Renata Vieira, Denise N. Hogetop, Aline A. Vanin |
| 2014 | SEKE | A Dimensionality Reduction Process to Forecast Events through Stochastic Models. | Paulo Fernandes, Joaquim V. C. Assuno, Lucelene Lopes, Silvio Gomez |
| 2013 | BigData | Distributed Stochastic Aware Random Forests - Efficient Data Mining for Big Data. | Joaquim V. C. Assuno, Paulo Fernandes, Lucelene Lopes, Silvio Normey |
| 2013 | FlAIRS | Stochastic Aware Random Forests - A Variation Less Impacted by Randomness. | Paulo Fernandes, Lucelene Lopes, Silvio Normey, Duncan Dubugras A. Ruiz |
| 2013 | MASCOTS | Symbolic Solution of Kronecker-Based Structured Markovian Models. | Paulo Fernandes, Lucelene Lopes, Sencer Yeralan |
| 2012 | LREC | A Fast, Memory Efficient, Scalable and Multilingual Dictionary Retriever. | Paulo Fernandes, Lucelene Lopes, Carlos Augusto Prolo, Afonso Sales, Renata Vieira |
| 2010 | SAC | The impact of random samples in ensemble classifiers. | Paulo Fernandes, Lucelene Lopes, Duncan Dubugras A. Ruiz |
| 2008 | APWEB | An Empirical Study of Combined Classifiers for Knowledge Discovery on Medical Data Bases. | Lucelene Lopes, Edson Emlio Scalabrin, Paulo Fernandes |