Hidden Markov Models and Text Classifiers for Information Extraction on Semi-Structured Texts. - Flávia A. Barros; Eduardo F. A. Silva; Ricardo Bastos Cavalcante Prudêncio; Valmir M. Filho; André C. A. Nascimento (HIS, 2008)

Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data. - André C. A. Nascimento; Ricardo Bastos Cavalcante Prudêncio; Marcílio Carlos Pereira de Souto; Ivan G. Costa (ICANN (2), 2009)

Combining Text Classifiers and Hidden Markov Models for Information Extraction. - Flávia A. Barros; Eduardo F. A. Silva; Ricardo Bastos Cavalcante Prudêncio; Valmir M. Filho; André C. A. Nascimento (Int. J. Artif. Intell. Tools, 2009)

Group Profiling for Understanding Educational Social Networking. - João Gomes; Ricardo B. C. Prudêncio; Luciano Meira; Alexandre Azevedo Filho; André C. A. Nascimento; Hilário Oliveira (SEKE, 2013)

A Comparative Study of Group Profiling Techniques in Co-authorship Networks. - João Emanoel Ambrósio Gomes; Ricardo B. C. Prudêncio; André C. A. Nascimento (BRACIS, 2016)

Experimentation in the Industry for Automation of Unit Testing in a Business Intelligence Environment. - Igor Peterson Oliveira Santos; André C. A. Nascimento; Juli Kelle Góis Costa; Methanias Colaço Júnior; Wenderson Campos Pereira (SEKE, 2016)

A multiple kernel learning algorithm for drug-target interaction prediction. - André C. A. Nascimento; Ricardo B. C. Prudêncio; Ivan G. Costa (BMC Bioinform., 2016)

Um Survey com Empresas Brasileiras acerca da Utilização de Business Intelligence (BI). - Adriano Lima; Methanias Colaço Júnior; André C. A. Nascimento (CIbSE, 2017)

Centrality-Based Group Profiling: A Comparative Study in Co-authorship Networks. - João Emanoel Ambrósio Gomes; Ricardo B. C. Prudêncio; André C. A. Nascimento (New Gener. Comput., 2018)

A Many-Objective optimization Approach for Complexity-based Data set Generation. - Thiago R. Fraça; Péricles B. C. Miranda; Ricardo B. C. Prudêncio; Ana C. Lorenaz; André C. A. Nascimento (CEC, 2020)

How good is my feedback?: a content analysis of written feedback. - Anderson Pinheiro Cavalcanti; Arthur Diego; Rafael Ferreira Mello; Katerina Mangaroska; André C. A. Nascimento; Fred Freitas; Dragan Gasevic (LAK, 2020)

A multi-objective optimization approach for the group formation problem. - Péricles B. C. Miranda; Rafael Ferreira Mello; André C. A. Nascimento (Expert Syst. Appl., 2020)

Contrasting Automatic and Manual Group Formation: A Case Study in a Software Engineering Postgraduate Course. - Giuseppe Fiorentino; Péricles B. C. Miranda; André C. A. Nascimento; Ana Paula C. Furtado; Henrik Bellhäuser; Dragan Gasevic; Rafael Ferreira Mello (AIED (2), 2021)

Portuguese Neural Text Simplification Using Machine Translation. - Tiago Barbosa de Lima; André C. A. Nascimento; George Valença; Péricles B. C. Miranda; Rafael Ferreira Mello; Tapas Si (BRACIS (2), 2021)

A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architectures. - Cleber A. C. F. da Silva; Daniel Carneiro Rosa; Péricles B. C. Miranda; Filipe R. Cordeiro; Tapas Si; André C. A. Nascimento; Rafael Ferreira Leite de Mello; Paulo S. G. de Mattos Neto (CEC, 2021)

Reducing the size of training datasets in the classification of online discussions. - Vitor Rolim; Rafael Ferreira Mello; André C. A. Nascimento; Rafael Dueire Lins; Dragan Gasevic (ICALT, 2021)

Fostering Autonomy through Augmentative and Alternative Communication. - João P. C. Uchoa; Taciana Pontual Falcão; André C. A. Nascimento; Péricles B. C. Miranda; Rafael Ferreira Mello (ICALT, 2021)

Applying Group Formation in Practice on a Brazilian Postgraduate Course. - Giuseppe Fiorentino; Péricles B. C. Miranda; André C. A. Nascimento; Ana Paula Carvalho Cavalcanti Furtado; Rafael Ferreira Mello (LALA, 2021)

A Chatbot to Support Basic Students Questions. - Rafael Santana; Saulo Ferreira; Vitor Rolim; Péricles B. C. Miranda; André C. A. Nascimento; Rafael Ferreira Mello (LALA, 2021)

Grammar-based automatic programming for medical data classification: an experimental study. - Tapas Si; Péricles B. C. Miranda; João Victor Galdino; André C. A. Nascimento (Artif. Intell. Rev., 2021)

ImageDataset2Vec: An image dataset embedding for algorithm selection. - Lucas V. Dias; Péricles B. C. Miranda; André C. A. Nascimento; Filipe R. Cordeiro; Rafael Ferreira Mello; Ricardo B. C. Prudêncio (Expert Syst. Appl., 2021)

Toward Automatic Classification of Online Discussion Messages for Social Presence. - Máverick André Dionísio Ferreira; Rafael Ferreira Mello; André C. A. Nascimento; Rafael Dueire Lins; Dragan Gasevic (IEEE Trans. Learn. Technol., 2021)

Predicting Compatibility of Cultivars in Grafting Processes Using Kernel Methods and Collaborative Filtering. - Thiago B. R. Silva; Nina I. Verslype; André C. A. Nascimento; Ricardo B. C. Prudêncio (BRACIS (1), 2022)

Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. - Péricles B. C. Miranda; Rafael Ferreira Mello; André C. A. Nascimento; Tapas Si (CEC, 2022)

Using Natural Language Processing to Improve Transparency by Enhancing the Understanding of Legal Decisions. - Tiago Lima; Kellyton Brito; André C. A. Nascimento; George Valença; Fábio Pedrosa (EGOV-CeDEM-ePart-*, 2022)

Federated Learning for Physical Violence Detection in Videos. - Victor E. De S. Silva; Tiago Lacerda; Péricles B. C. Miranda; André C. A. Nascimento; Ana Paula C. Furtado (IJCNN, 2022)

NASC: Network analytics to uncover socio-cognitive discourse of student roles. - Máverick André Dionísio Ferreira; Rafael Ferreira Mello; Vitomir Kovanovic; André C. A. Nascimento; Rafael Dueire Lins; Dragan Gasevic (LAK, 2022)

Automatic Simplification of Legal Texts in Portuguese Using Machine Learning. - Alexandre Alves; Péricles B. C. Miranda; Rafael Fe Mello; André C. A. Nascimento (JURIX, 2023)

A novel multi-objective grammar-based framework for the generation of Convolutional Neural Networks. - Cleber A. C. F. da Silva; Daniel Carneiro Rosa; Péricles B. C. Miranda; Filipe R. Cordeiro; Tapas Si; André C. A. Nascimento; Rafael Ferreira Leite de Mello; Paulo S. G. de Mattos Neto (Expert Syst. Appl., 2023)

Automatic Detection of Narrative Rhetorical Categories and Elements on Middle School Written Essays. - Rafael Ferreira Mello; Luiz A. L. Rodrigues; Erverson B. G. de Sousa; Hyan Batista; Mateus Lins; André C. A. Nascimento; Dragan Gasevic (AIED (1), 2024)

Should I use my imagination?' An attempt at co-designing a game editor within an app for alternative communication with children with autism. - Taciana Pontual Falcão; Karina Machado; Zózimo Pinto Neto; Alinny Miranda; Ana Paula C. Cavalcanti; Paulo Rodrigues; Carlos Pereira; André C. A. Nascimento (IHC, 2024)

Machine Learning and IoT for Predicting the Productivity of MRI Equipment. - Péricles B. C. Miranda; Leonardo Monte; André C. A. Nascimento; Márcio P. Basgalupp; José Leovigildo Coelho (IJCNN, 2024)

Towards explainable automatic punctuation restoration for Portuguese using transformers. - Tiago Barbosa de Lima; Vitor Rolim; André C. A. Nascimento; Péricles B. C. Miranda; Valmir Macario; Luiz A. L. Rodrigues; Elyda L. S. X. Freitas; Dragan Gasevic; Rafael Ferreira Mello (Expert Syst. Appl., 2024)

SUSAN: A deep learning-based architecture for violence detection against women in surveillance videos. - João Pedro F. Andrade; Tapas Si; Ana Paula Cavalcanti; André C. A. Nascimento; Péricles B. C. Miranda (Expert Syst. Appl., 2025)