#	Reference
[ 32 ]	Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão. Assessing the Effectiveness of Multilingual Transformer-based Text Embeddings for Named Entity Recognition in Portuguese. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.
[ 31 ]	Rhaylander Mendes de Miranda Almeida, Dehua Chen, Agnaldo Lopes da Silva Filho, Wladmir Cardoso Brandão. Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.
[ 30 ]	Richard Vinicius Rezende Mariano, Geanderson Esteves dos Santos, Wladmir Cardoso Brandão. Improve Classification of Commits Maintenance Activities with Quantitative Changes in Source Code. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.
[ 29 ]	William Johnny Bernardes de Oliveira, Wladmir Cardoso Brandão. RECAID: A Sponsorship Recommendation Approach. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.
[ 28 ]	João Vitor Andrade Estrela, Wladmir Cardoso Brandão. CHILDATTEND: A Neural Network based Approach to Assess Child Attendance in Social Project Activities. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.
[ 27 ]	Vinicius Ferreira Salgado, Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão. Ontology-based Approach for Business Opportunities Recognition. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.
[ 26 ]	Úrsula Rosa Monteiro de Castro, Marcos Wander Rodrigues, Wladmir Cardoso Brandão. Predicting crime by exploiting supervised learning on heterogeneous data. In: Proceedings of the 22nd International Conference on Enterprise Information Systems (ICEIS'20), 2020.
[ 25 ]	Richard Vinicius Rezende Mariano, Geanderson Esteves dos Santos, Markos Viggiato de Almeida, Wladmir Cardoso Brandão. Feature changes in source code for commit classification into maintenance activities. In: Proceedings of the 18th IEEE International Conference on Machine Learning and Applications (ICMLA'19), 2019.
[ 24 ]	Augusto de Castro Vieira, Wladmir Cardoso Brandão. GA-Eval: a neural network based approach to evaluate video games acceptance. In: Proceedings of the 18th Brazilian Symposium on Computer Games and Digital Entertainment (SBGAMES'19), 2019.
[ 23 ]	Tiago Batista da Silveira, Felipe Augusto Lara Soares, Wladmir Cardoso Brandão, Henrique Cota de Freitas. Heterogeneous parallel architecture for inverted index generation. In: Proceedings of the 20th Brazilian Symposium on High Performance Computing Systems (WSCAD'19), 2019.
[ 22 ]	Augusto de Castro Vieira, Wladmir Cardoso Brandão. Evaluating acceptance of video games using convolutional neural networks for sentiment analysis of user reviews. In: Proceedings of the 30th ACM Conference on Hypertext and Social Media (HT'19), 2019.
[ 21 ]	Vinícius Ferreira Salgado, Matheus de Oliveira Salim, Daniel Henrique Mourão Falci, Wladmir Cardoso Brandão, Fernando Silva Parreiras. An approach for collecting real estate development news. In: Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering (SEKE'19), 2019.
[ 20 ]	Daniel Henrique Mourão Falci, Marco Antônio Calijorne Soares, Wladmir Cardoso Brandão, Fernando Silva Parreiras. Using recurrent neural networks for semantic role labeling in portuguese. In: Proceedings of the 19th EPIA Conference on Artificial Intelligence (EPIA'19), 2019.
[ 19 ]	Dehua Chen, Tiago Pimentel Martins da Silva, Adriano Alonso Veloso, Nivio Ziviani, Wladmir Cardoso Brandão. Denoising node embeddings. In: Proceedings of the 1st Official LXAI Research Workshop (LXAI'18), 2018.
[ 18 ]	Leonardo Vilela Ribeiro, Wladmir Cardoso Brandão, Ígor Chagas Marques, Patrícia Helena Maia Alves de Andrade, Roberto Miranda Colares Júnior, Flávio Henrique Pereira de Oliveira, Regina Célia Vieira Kelles. Reconhecimento de entidades nomeadas em itens de produto da nota fiscal eletrônica. Revista do Tribunal de Contas do Estado de Minas Gerais (RTCEMG), 36(1):116-126, 2018.
[ 17 ]	Marco Antônio Calijorne Soares, Wladmir Cardoso Brandão, Fernando Silva Parreiras. Supporting software engineering students with a neural question answering system. In: Proceedings of the 13th Latin American Conference on Learning Technologies (LACLO'18), 2018.
[ 16 ]	Leandro Figueira Lessa, Wladmir Cardoso Brandão. Filtering graduate courses based on LinkedIn profiles. In: Proceedings of the 24th Brazilian Symposium on Multimedia and the Web (WebMedia'18), 2018.
[ 15 ]	Marcos Wander Rodrigues, Wladmir Cardoso Brandão, Luis Enrique Zárate. Recommending scientific collaboration from ResearchGate. In: Proceedings of the 7th Brazilian Conference on Intelligent Systems (BRACIS'18), 2018.
[ 14 ]	Paula Raissa Costa e Silva, Sérgio Mariano Dias, Wladmir Cardoso Brandão, Mark Alan Junho Song, Luis Enrique Zárate. Professional competence identification through formal concept analysis. Lecture Notes in Business Information Processing (LNBIP), 321(1):34-56, 2018.
[ 13 ]	Ana Carolina Conceição de Jesus, Márcio Enio Gonçalves Dutra Junior, Wladmir Cardoso Brandão. Exploiting LinkedIn to predict employee resignation likelihood. In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC'18), 2018.
[ 12 ]	Felipe Lodur, Wladmir Cardoso Brandão. SSV: an interactive visualization approach for social media stock-related content analysis. In: Proceedings of the 20th International Conference on Enterprise Information Systems (ICEIS'18), 2018.
[ 11 ]	Matheus de Oliveira Salim, Wladmir Cardoso Brandão. Predicting the success of NFL teams using complex network analysis. In: Proceedings of the 20th International Conference on Enterprise Information Systems (ICEIS'18), 2018.
[ 10 ]	Márcio Vinícius Campos da Silveira, Wladmir Cardoso Brandão. Characterizing crimes from Web. In: Proceedings of the 6th Brazilian Workshop on Social Network Analysis and Mining (BraSNAM'17), 2017.
[ 9 ]	Paula Raissa Costa e Silva, Sérgio Mariano Dias, Wladmir Cardoso Brandão, Mark Alan Junho Song, Luis Enrique Zárate. Formal concept analysis applied to professional social networks analysis. In: Proceedings of the 19th International Conference on Enterprise Information Systems (ICEIS'17), 2017.
[ 8 ]	Paula Raissa Costa e Silva, Wladmir Cardoso Brandão, Luis Enrique Zárate. Análise de redes sociais profissionais por meio de análise formal de conceitos. In: Proceedings of the 4th Symposium on Knowledge Discovery, Mining and Learning (KDMiLe'16), 2016.
[ 7 ]	Amanda Carolina Pistolato, Wladmir Cardoso Brandão. ConnectCity: a collaborative e-government approach to report city incidents. In: Proceedings of the IADIS International Conference WWW/INTERNET (ICWI'16), 2016.
[ 6 ]	Caio Henrique Prado de Souza, Wladmir Cardoso Brandão. Análise comparativa de abordagens para análise de sentimento utilizando tweets em língua portuguesa. In: Proceedings of the 5th Simpósio Mineiro de Sistemas de Informação (SMSI'16), 2016.
[ 5 ]	Leandro Figueira Lessa, Wladmir Cardoso Brandão. Abordagem para descoberta de conhecimento em instrumentos avaliativos de organizações de ensino superior. In: Proceedings of the 5th Simpósio Mineiro de Sistemas de Informação (SMSI'16), 2016.
[ 4 ]	Andrey Leonardo de Paula, Wladmir Cardoso Brandão, Rodrigo Richard Gomes. Utilizando entidades na criação de descritores para avaliar a qualidade de recomendações de novos itens no problema de cold-start. In: Proceedings of the 5th Simpósio Mineiro de Sistemas de Informação (SMSI'16), 2016.
[ 3 ]	Wadson Gomes Ferreira, William Antônio dos Santos, Breno Macena Pereira de Souza, Tiago Matta Machado Zaidan, Wladmir Cardoso Brandão. Assessing the efficiency of suffix stripping approaches for portuguese stemming. In: Proceedings of the 22nd International Symposium on String Processing and Information Retrieval (SPIRE'15), 2015.
[ 2 ]	Paula Raissa Costa e Silva, Wladmir Cardoso Brandão. ARPPA: mining professional profiles from LinkedIn using association rules. In: Proceedings of the 7th International Conference on Information, Process, and Knowledge Management (eKNOW'15), 2015.
[ 1 ]	Bruno Laporais Pereira, Wladmir Cardoso Brandão. ARCA: mining crime patterns using association rules. In: Proceedings of the IADIS International Conference Applied Computing (AC'14), 2014.

[ 32 ]

Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão. Assessing the Effectiveness of Multilingual Transformer-based Text Embeddings for Named Entity Recognition in Portuguese. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.

[ 31 ]

Rhaylander Mendes de Miranda Almeida, Dehua Chen, Agnaldo Lopes da Silva Filho, Wladmir Cardoso Brandão. Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.

[ 30 ]

Richard Vinicius Rezende Mariano, Geanderson Esteves dos Santos, Wladmir Cardoso Brandão. Improve Classification of Commits Maintenance Activities with Quantitative Changes in Source Code. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.

[ 29 ]

William Johnny Bernardes de Oliveira, Wladmir Cardoso Brandão. RECAID: A Sponsorship Recommendation Approach. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.

[ 28 ]

João Vitor Andrade Estrela, Wladmir Cardoso Brandão. CHILDATTEND: A Neural Network based Approach to Assess Child Attendance in Social Project Activities. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.

[ 27 ]

Vinicius Ferreira Salgado, Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão. Ontology-based Approach for Business Opportunities Recognition. In: Proceedings of the 23rd International Conference on Enterprise Information Systems (ICEIS'21), 2021.

[ 26 ]

Úrsula Rosa Monteiro de Castro, Marcos Wander Rodrigues, Wladmir Cardoso Brandão. Predicting crime by exploiting supervised learning on heterogeneous data. In: Proceedings of the 22nd International Conference on Enterprise Information Systems (ICEIS'20), 2020.

[ 25 ]

Richard Vinicius Rezende Mariano, Geanderson Esteves dos Santos, Markos Viggiato de Almeida, Wladmir Cardoso Brandão. Feature changes in source code for commit classification into maintenance activities. In: Proceedings of the 18th IEEE International Conference on Machine Learning and Applications (ICMLA'19), 2019.

[ 24 ]

Augusto de Castro Vieira, Wladmir Cardoso Brandão. GA-Eval: a neural network based approach to evaluate video games acceptance. In: Proceedings of the 18th Brazilian Symposium on Computer Games and Digital Entertainment (SBGAMES'19), 2019.

[ 23 ]

Tiago Batista da Silveira, Felipe Augusto Lara Soares, Wladmir Cardoso Brandão, Henrique Cota de Freitas. Heterogeneous parallel architecture for inverted index generation. In: Proceedings of the 20th Brazilian Symposium on High Performance Computing Systems (WSCAD'19), 2019.

[ 22 ]

Augusto de Castro Vieira, Wladmir Cardoso Brandão. Evaluating acceptance of video games using convolutional neural networks for sentiment analysis of user reviews. In: Proceedings of the 30th ACM Conference on Hypertext and Social Media (HT'19), 2019.

[ 21 ]

Vinícius Ferreira Salgado, Matheus de Oliveira Salim, Daniel Henrique Mourão Falci, Wladmir Cardoso Brandão, Fernando Silva Parreiras. An approach for collecting real estate development news. In: Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering (SEKE'19), 2019.

[ 20 ]

Daniel Henrique Mourão Falci, Marco Antônio Calijorne Soares, Wladmir Cardoso Brandão, Fernando Silva Parreiras. Using recurrent neural networks for semantic role labeling in portuguese. In: Proceedings of the 19th EPIA Conference on Artificial Intelligence (EPIA'19), 2019.

[ 19 ]

Dehua Chen, Tiago Pimentel Martins da Silva, Adriano Alonso Veloso, Nivio Ziviani, Wladmir Cardoso Brandão. Denoising node embeddings. In: Proceedings of the 1st Official LXAI Research Workshop (LXAI'18), 2018.

[ 18 ]

Leonardo Vilela Ribeiro, Wladmir Cardoso Brandão, Ígor Chagas Marques, Patrícia Helena Maia Alves de Andrade, Roberto Miranda Colares Júnior, Flávio Henrique Pereira de Oliveira, Regina Célia Vieira Kelles. Reconhecimento de entidades nomeadas em itens de produto da nota fiscal eletrônica. Revista do Tribunal de Contas do Estado de Minas Gerais (RTCEMG), 36(1):116-126, 2018.

[ 17 ]

Marco Antônio Calijorne Soares, Wladmir Cardoso Brandão, Fernando Silva Parreiras. Supporting software engineering students with a neural question answering system. In: Proceedings of the 13th Latin American Conference on Learning Technologies (LACLO'18), 2018.

[ 16 ]

Leandro Figueira Lessa, Wladmir Cardoso Brandão. Filtering graduate courses based on LinkedIn profiles. In: Proceedings of the 24th Brazilian Symposium on Multimedia and the Web (WebMedia'18), 2018.

[ 15 ]

Marcos Wander Rodrigues, Wladmir Cardoso Brandão, Luis Enrique Zárate. Recommending scientific collaboration from ResearchGate. In: Proceedings of the 7th Brazilian Conference on Intelligent Systems (BRACIS'18), 2018.

[ 14 ]

Paula Raissa Costa e Silva, Sérgio Mariano Dias, Wladmir Cardoso Brandão, Mark Alan Junho Song, Luis Enrique Zárate. Professional competence identification through formal concept analysis. Lecture Notes in Business Information Processing (LNBIP), 321(1):34-56, 2018.

[ 13 ]

Ana Carolina Conceição de Jesus, Márcio Enio Gonçalves Dutra Junior, Wladmir Cardoso Brandão. Exploiting LinkedIn to predict employee resignation likelihood. In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC'18), 2018.

[ 12 ]

Felipe Lodur, Wladmir Cardoso Brandão. SSV: an interactive visualization approach for social media stock-related content analysis. In: Proceedings of the 20th International Conference on Enterprise Information Systems (ICEIS'18), 2018.

[ 11 ]

Matheus de Oliveira Salim, Wladmir Cardoso Brandão. Predicting the success of NFL teams using complex network analysis. In: Proceedings of the 20th International Conference on Enterprise Information Systems (ICEIS'18), 2018.

[ 10 ]

Márcio Vinícius Campos da Silveira, Wladmir Cardoso Brandão. Characterizing crimes from Web. In: Proceedings of the 6th Brazilian Workshop on Social Network Analysis and Mining (BraSNAM'17), 2017.

[ 9 ]

Paula Raissa Costa e Silva, Sérgio Mariano Dias, Wladmir Cardoso Brandão, Mark Alan Junho Song, Luis Enrique Zárate. Formal concept analysis applied to professional social networks analysis. In: Proceedings of the 19th International Conference on Enterprise Information Systems (ICEIS'17), 2017.

[ 8 ]

Paula Raissa Costa e Silva, Wladmir Cardoso Brandão, Luis Enrique Zárate. Análise de redes sociais profissionais por meio de análise formal de conceitos. In: Proceedings of the 4th Symposium on Knowledge Discovery, Mining and Learning (KDMiLe'16), 2016.

[ 7 ]

Amanda Carolina Pistolato, Wladmir Cardoso Brandão. ConnectCity: a collaborative e-government approach to report city incidents. In: Proceedings of the IADIS International Conference WWW/INTERNET (ICWI'16), 2016.

[ 6 ]

Caio Henrique Prado de Souza, Wladmir Cardoso Brandão. Análise comparativa de abordagens para análise de sentimento utilizando tweets em língua portuguesa. In: Proceedings of the 5th Simpósio Mineiro de Sistemas de Informação (SMSI'16), 2016.

[ 5 ]

Leandro Figueira Lessa, Wladmir Cardoso Brandão. Abordagem para descoberta de conhecimento em instrumentos avaliativos de organizações de ensino superior. In: Proceedings of the 5th Simpósio Mineiro de Sistemas de Informação (SMSI'16), 2016.

[ 4 ]

Andrey Leonardo de Paula, Wladmir Cardoso Brandão, Rodrigo Richard Gomes. Utilizando entidades na criação de descritores para avaliar a qualidade de recomendações de novos itens no problema de cold-start. In: Proceedings of the 5th Simpósio Mineiro de Sistemas de Informação (SMSI'16), 2016.

[ 3 ]

Wadson Gomes Ferreira, William Antônio dos Santos, Breno Macena Pereira de Souza, Tiago Matta Machado Zaidan, Wladmir Cardoso Brandão. Assessing the efficiency of suffix stripping approaches for portuguese stemming. In: Proceedings of the 22nd International Symposium on String Processing and Information Retrieval (SPIRE'15), 2015.

[ 2 ]

Paula Raissa Costa e Silva, Wladmir Cardoso Brandão. ARPPA: mining professional profiles from LinkedIn using association rules. In: Proceedings of the 7th International Conference on Information, Process, and Knowledge Management (eKNOW'15), 2015.

[ 1 ]

Bruno Laporais Pereira, Wladmir Cardoso Brandão. ARCA: mining crime patterns using association rules. In: Proceedings of the IADIS International Conference Applied Computing (AC'14), 2014.

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