Publications

Journals

SI, T. ; MIRANDA, P. ; GALDINO, J. V. ; NASCIMENTO, A. C. A. . Grammar-based Automatic Programming for Medical Data Classification: An Experimental Study. ARTIFICIAL INTELLIGENCE REVIEW, v. 54, p. -, 2021.

MIRANDA, PÉRICLES B.C. ; MELLO, RAFAEL FERREIRA ; NASCIMENTO, ANDRÉ C.A. . A multi-objective optimization approach for the group formation problem. EXPERT SYSTEMS WITH APPLICATIONS, v. 162, p. 113828, 2020.

GOMES, JOÃO E. A. ; PRUDENCIO, R. B. C. ; NASCIMENTO, A. C. A. . Centrality-Based Group Profiling: A Comparative Study in Co-authorship Networks. NEW GENERATION COMPUTING, v. –, p. –, 2017.

Nascimento, André C. A.; PRUDÊNCIO, RICARDO B. C. ; Costa, Ivan G. . A multiple kernel learning algorithm for drug-target interaction prediction. BMC Bioinformatics, v. 17, p. 46, 2016.

BARROS, FLÁVIA A. ; SILVA, EDUARDO F. A. ; PRUDÊNCIO, RICARDO B. C. ; FILHO, VALMIR M. ; NASCIMENTO, A. C. A. . COMBINING TEXT CLASSIFIERS AND HIDDEN MARKOV MODELS FOR INFORMATION EXTRACTION. International Journal of Artificial Intelligence Tools, v. 18, p. 311-329, 2009.

Book Chapters

Nascimento, André C. A.; PRUDÊNCIO, RICARDO B. C. ; Costa, Ivan G. . A Drug-Target Network-Based Supervised Machine Learning Repurposing Method Allowing the Use of Multiple Heterogeneous Information Sources. In: Quentin Vanhaelen. (Org.). Methods in Molecular Biology. 01ed.New York: Springer New York, 2019, v. 01, p. 281-289.

Conferences

CAVALCANTI, ANDERSON PINHEIRO ; DIEGO, ARTHUR ; MELLO, RAFAEL FERREIRA ; MANGAROSKA, KATERINA ; NASCIMENTO, ANDRÉ ; FREITAS, FRED ; GAšEVI’, DRAGAN . How good is my feedback?. In: LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020, Frankfurt Germany. Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, 2020. p. 428.

Neamtu, Rodica & Camara, Andre & Pereira, Carlos & Ferreira, Rafael. (2019). Using Artificial Intelligence for Augmentative Alternative Communication for Children with Disabilities. In: Human-Computer Interaction – INTERACT 2019 pp 234-243. 2019

GOMES, JOÃO E. A. ; NASCIMENTO, A. C. A. ; PRUDÊNCIO, RICARDO B. C. . CUR: Group Profiling with Community-based Users’ Representation. In: Encontro Nacional de Inteligência Artificial e Computacional,, 2018, São Paulo. Anais do Encontro Nacional de Inteligência Artificial e Computacional,, 2018.

Paulo Henrique Calado Aoun ; ANDRÉ C. A. NASCIMENTO ; Adenilton J. da Silva . Evaluation of Dimensionality Reduction and Truncation Techniques for Word Embeddings. In: Encontro Nacional de Inteligência Artificial e Computacional,, 2018, São Paulo. Anais do Encontro Nacional de Inteligência Artificial e Computacional,, 2018. p. 903-911.

FERREIRA, M. A. D. ; ARAUJO, D. C. ; MELLO, R. F. L. ; NASCIMENTO, A. C. A. ; CAVALCANTI, A. P. ; SILVA, A. . Análise de Classificadores para Avaliação automática em Fóruns Educacionais. In: Encontro Nacional de Intelig?encia Artificial e Computacional, 2016, Recife. Anais do XIII Encontro Nacional de Inteligência Artificial e Computacional, 2016. p. 649-660.

GOMES, J. E. A. ; PRUDÊNCIO, RICARDO B.C. ; NASCIMENTO, A. C. A. . A Comparative Study of Group Profiling Techniques in Co-Authorship Networks. In: 5th Brazilian Conference on Intelligent Systems, 2016, Recife. 5th Brazilian Conference on Intelligent Systems Proceedings, 2016. p. 373-378.

GOMES, J. ; PRUDENCIO, R. B. C. ; MEIRA, L. ; AZEVEDO FILHO, A. ; NASCIMENTO, A. C. A. ; OLIVEIRA, H. . Group Profiling for Understanding Educational Social Networking. In: International Conference on Software Engineering and Knowledge Engineering, 2013, Boston. Proceedings of the International Conference on Software Engineering and Knowledge Engineering, 2013. p. 101-106.

Nascimento, André C. A.; PRUDENCIO, R. B. C. ; de Souto, Marcilio C. P. ; Costa, Ivan G. . Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data. In: International Conference on Artificial Neural Networks, 2009, Limassol, Cyprus. Proc. of the International Conference on Artificial Neural Networks. Berlin: Springer-Verlag, 2009.

BARROS, FLAVIA A. ; SILVA, EDUARDO F.A. ; PRUDÊNCIO, RICARDO B.C. ; FILHO, VALMIR M. ; NASCIMENTO, ANDRÉ C.A. . Hidden Markov Models and Text Classifiers for Information Extraction on Semi-Structured Texts. In: 2008 8th International Conference on Hybrid Intelligent Systems (HIS), 2008, Barcelona. 2008 Eighth International Conference on Hybrid Intelligent Systems.

MENEZES, Frederico Duarte de ; NASCIMENTO, A. C. A. ; ANDRADE, E. Z. ; OLIVEIRA, Adriano Lorena Inácio de . Utilização de redes neurais artificiais combinadas com algoritmos de extração de características como classificadores de famílias de proteínas. In: VIII Congresso Brasileiro de Redes Neurais (CBRN), 2007, Florianópolis. Anais do VIII Congresso Brasileiro de Redes Neurais (CBRN), 2007.