Main Publications:
Silva, Priscilla; Franco, Arthur; Santos, Thiago; Brito, Mozar; Pereira, Denilson. CachacaNER: a Dataset for Named Entity Recognition in Texts about the Cachaça Beverage. Language Resources and Evaluation, 2023. Springer. DOI: 10.1007/s10579-023-09665-0 PDF
Silva, J. A.; Pereira, Denilson Alves. A Multiclass Classification Approach for Incremental Entity Resolution on Short Textual Data. International Journal of Business Intelligence and Data Mining, 18(2), p. 218-245, 2021. DOI: 10.1504/IJBIDM.2021.112988 PDF Manuscript
Pereira, Denilson Alves. A Survey of Sentiment Analysis in the Portuguese Language. Artificial Intelligence Review, 54(2), 1087-1115, 2021. Springer. DOI: 10.1007/s10462-020-09870-1 PDF
Paraizo, Tiago Antônio; Pereira, Denilson Alves. PVAF - An Environment for Disambiguation of Scientific Publication Venues. International Journal on Digital Libraries, 21(4), p. 407-421, 2020. Springer. DOI: 10.1007/s00799-020-00289-1 PDF
Cardoso, B. G., Pereira, Denilson Alves. Evaluating an Aspect Extraction Method for Opinion Mining in the Portuguese Language. Proceedings of the eighth Symposium on Knowledge Discovery, Mining and Learning (KDMiLe), Online event, October, p. 137–144, 2020. SBC. DOI: 10.5753/kdmile.2020.11969 PDF
Ferreira, R. S.; Pereira, Denilson Alves. BigFeel - A Distributed Processing Environment for the Integration of Sentiment Analysis Methods. The Computer Journal, 2(11), p. 1671–1683, 2019. DOI: 10.1093/comjnl/bxz020 PDF
Castro, E. P. S.; Maia, T. D.; Pereira, Marluce R.; Esmin, Ahmed A. A.; Pereira, Denilson Alves. Review and comparison of Apriori algorithm implementations on Hadoop-MapReduce and Spark. Knowledge Engineering Review, v. 33, p. 1-25, 2018. DOI: 10.1017/S0269888918000127 PDF Manuscript
Oliveira, C. M.; Pereira, Denilson Alves. An association rules based method for classifying product offers from e-shopping. Intelligent Data Analysis, v. 21, p. 637-660, 2017. The final publication is available at IOS Press through DOI 10.3233/IDA-150444 PDF Manuscript
Mesquita, C. G.; Pereira, A. H.; Pereira, Denilson Alves. A framework to collect and extract publication lists of a given researcher from the web. International Journal of Web Engineering and Technology, v. 12, p. 234-252, 2017. DOI: 10.1504/IJWET.2017.088391 PDF Manuscript
Jesus, H. A.; Pereira, Denilson Alves. Enriching an Authority File of Scientific Conferences with Information Extracted from the Web. Journal of Computer Sciences, v. 13, p. 68-77, 2017. DOI: 10.3844/jcssp.2017.68.77 PDF
Castro, E. P. S.; Chakravarty, S.; Williamson, E.; Pereira, Denilson Alves; Fox, E. A. Classifying Short Unstructured Data Using the Apache Spark Platform. In: 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Toronto, 2017. DOI: 10.1109/JCDL.2017.7991567 PDF
Paraizo, T. A.; Silva, D. H.; Pereira, Denilson Alves . PVAF Manager - Um Sistema de Gerenciamento de Informação sobre Veículos de Publicação Científica. In: Simpósio Brasileiro de Sistemas de Informação (SBSI). Lavras, 2017. p. 364-371. SBC PDF
Abilio, R.; Morais, F.; Vale, G.; Oliveira, C. M.; Pereira, Denilson Alves; Costa, H. A. X. Applying Information Retrieval Techniques to Detect Duplicates and to Rank References in the Preliminary Phases of Systematic Literature Reviews. CLEI Electronic Journal, v. 18(2), paper 2, 2015. DOI: 10.19153/cleiej.18.2.2 PDF
Pereira, Denilson Alves; da Silva, E. E. B.; Esmin, A. A. A. Disambiguating publication venue titles using association rules. In: 2014 IEEE/ACM Joint Conference on Digital Libraries (JCDL), London, 2014. p. 77-86. DOI: 10.1109/JCDL.2014.6970153 PDF
Abilio, R.; Vale, G.; Pereira, Denilson Alves; Oliveira, C.; Morais, F.; Costa, H. Systematic literature review supported by information retrieval techniques: A case study. In: 2014 XL Latin American Computing Conference (CLEI), 2014, Montevideo. p. 1-11. DOI: 10.1109/CLEI.2014.6965144 PDF
Bettio, R. W.; Pereira, Denilson Alves; Martins, R. X.; Heimfarth, T. The Experience of Using the Scrum Process in the Production of Learning Objects for Blended Learning. Informatics in Education, v. 12, p. 29-41, 2013. PDF
Esmin, A. A. A.; Pereira, Denilson Alves; Pereira, M. R.; Araujo, D. L. SMINER - a platform for data mining based on service-oriented architecture. International Journal of Business Intelligence and Data Mining, v. 8, p. 1-18, 2013. DOI: 10.1504/IJBIDM.2013.055783 PDF
Bolina, A. C.; Pereira, Denilson Alves; Esmin, A. A. A.; Pereira, M. R. Uma Nova Proposta de Paralelismo e Balanceamento de Carga para o Algoritmo Apriori. Revista de Sistemas de Informação da FSMA, v. 11, p. 33-41, 2013. PDF
Bolina, A. C.; Pereira, Denilson Alves; Esmin, A. A. A.; Pereira, M. R. Uma Proposta de Implementação do Algoritmo Apriori Usando o Framework MapReduce. In: X Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2013, Fortaleza. PDF
Pereira, Denilson Alves; Ribeiro-Neto, B.; Ziviani, N.; Laender, A. H. F.; Gonçalves, M. A. A Generic Web-based Entity Resolution Framework. Journal of the American Society for Information Science and Technology, v. 62, p. 919-932, 2011. DOI: 10.1002/asi.21518 PDF Manuscript
Pereira, Denilson Alves; Ribeiro-Neto, B.; Ziviani, N.; Laender, A. H. F. ; Gonçalves, M. A.; Ferreira, A. A. Using Web Information for Author Name Disambiguation. In: ACM/IEEE-CS Joint Conference on Digital Libraries, 2009, Austin, Texas, USA. p. 49-58. ACM DL PDF
Pereira, Denilson Alves; Ribeiro-Neto, B.; Ziviani, N.; Laender, A. H. F. Using Web Information for Creating Publication Venue Authority Files. In: ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), 2008, Pittsburgh, Pennsylvania, USA. p. 295-304. ACM DL PDF