André C. A. Nascimento

According to our database, André C. A. Nascimento authored at least 33 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

Proceedings of the International Joint Conference on Neural Networks, 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

Proceedings of the XXIII Brazilian Symposium on Human Factors in Computing Systems, 2024

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

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

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 Simplification of Legal Texts in Portuguese Using Machine Learning.

Alexandre Alves, Péricles B. C. Miranda, Rafael Fe Mello, André C. A. Nascimento

Proceedings of the Legal Knowledge and Information Systems, 2023

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

Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 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

Proceedings of the International Joint Conference on Neural Networks, 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

Proceedings of Ongoing Research, 2022

Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems.

Péricles B. C. Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

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

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

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

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

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

A Chatbot to Support Basic Students Questions.

Rafael Santana, Saulo Ferreira, Vitor Rolim, Péricles B. C. Miranda, André C. A. Nascimento, Rafael Ferreira Mello

Proceedings of the IV Latin American Conference on Learning Analytics, 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

Proceedings of the IV Latin American Conference on Learning Analytics, 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

Proceedings of the 21st International Conference on Advanced Learning Technologies, 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

Proceedings of the 21st International Conference on Advanced Learning Technologies, 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

Proceedings of the IEEE Congress on Evolutionary Computation, 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

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

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

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

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

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

Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

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

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2018

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

2017

Um Survey com Empresas Brasileiras acerca da Utilização de Business Intelligence (BI).

Adriano Lima, Methanias Colaço Júnior, André C. A. Nascimento

Proceedings of the XX Iberoamerican Conference on Software Engineering, 2017

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

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

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

A Comparative Study of Group Profiling Techniques in Co-authorship Networks.

João Emanoel Ambrósio Gomes, Ricardo B. C. Prudêncio, André C. A. Nascimento

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2013

Group Profiling for Understanding Educational Social Networking.

João Gomes, Ricardo B. C. Prudêncio, Luciano Meira, Alexandre Azevedo Filho, André C. A. Nascimento, Hilário Oliveira

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

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

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

Proceedings of the Artificial Neural Networks, 2009

2008

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

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008