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ORCIDAndré C. A. Nascimento
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2020 – today
- 2024
[j9]Tiago Barbosa de Lima
, Vitor Rolim, André C. A. Nascimento, Péricles B. C. de Miranda, Valmir Macario, Luiz A. L. Rodrigues, Elyda L. S. X. Freitas, Dragan Gasevic, Rafael Ferreira Mello:
Towards explainable automatic punctuation restoration for Portuguese using transformers. Expert Syst. Appl. 257: 125097 (2024)- [c23]Rafael Ferreira Mello, Luiz A. L. Rodrigues, Erverson B. G. de Sousa, Hyan Batista, Mateus Lins, André C. A. Nascimento, Dragan Gasevic:
Automatic Detection of Narrative Rhetorical Categories and Elements on Middle School Written Essays. AIED (1) 2024: 295-308 - [c22]Péricles B. C. de Miranda, Leonardo Monte, André C. A. Nascimento, Márcio P. Basgalupp, José Leovigildo Coelho:
Machine Learning and IoT for Predicting the Productivity of MRI Equipment. IJCNN 2024: 1-8 - 2023
- [j8]Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto:
A novel multi-objective grammar-based framework for the generation of Convolutional Neural Networks. Expert Syst. Appl. 212: 118670 (2023) - [c21]Alexandre Alves, Péricles B. C. de Miranda, Rafael Fe Mello, André C. A. Nascimento:
Automatic Simplification of Legal Texts in Portuguese Using Machine Learning. JURIX 2023: 281-286 - 2022
- [c20]Thiago B. R. Silva, Nina I. Verslype, André C. A. Nascimento, Ricardo B. C. Prudêncio:
Predicting Compatibility of Cultivars in Grafting Processes Using Kernel Methods and Collaborative Filtering. BRACIS (1) 2022: 611-625 - [c19]Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si:
Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. CEC 2022: 1-8 - [c18]Tiago Lima, Kellyton Brito, André C. A. Nascimento, George Valença, Fábio Pedrosa:
Using Natural Language Processing to Improve Transparency by Enhancing the Understanding of Legal Decisions. EGOV-CeDEM-ePart-* 2022 - [c17]Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula C. Furtado:
Federated Learning for Physical Violence Detection in Videos. IJCNN 2022: 1-8 - [c16]Máverick André Dionísio Ferreira, Rafael Ferreira Mello, Vitomir Kovanovic, André C. A. Nascimento, Rafael Dueire Lins, Dragan Gasevic:
NASC: Network analytics to uncover socio-cognitive discourse of student roles. LAK 2022: 415-425 - 2021
- [j7]Tapas Si, Péricles B. C. de Miranda, João Victor Galdino, André C. A. Nascimento:
Grammar-based automatic programming for medical data classification: an experimental study. Artif. Intell. Rev. 54(6): 4097-4135 (2021) - [j6]Lucas V. Dias, Péricles B. C. de Miranda, André C. A. Nascimento, Filipe R. Cordeiro, Rafael Ferreira Mello, Ricardo B. C. Prudêncio:
ImageDataset2Vec: An image dataset embedding for algorithm selection. Expert Syst. Appl. 180: 115053 (2021) - [j5]Máverick André Dionísio Ferreira, Rafael Ferreira Mello, André C. A. Nascimento, Rafael Dueire Lins, Dragan Gasevic:
Toward Automatic Classification of Online Discussion Messages for Social Presence. IEEE Trans. Learn. Technol. 14(6): 802-816 (2021) - [c15]Giuseppe Fiorentino, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula C. Furtado, Henrik Bellhäuser, Dragan Gasevic, Rafael Ferreira Mello:
Contrasting Automatic and Manual Group Formation: A Case Study in a Software Engineering Postgraduate Course. AIED (2) 2021: 168-172 - [c14]Tiago Barbosa de Lima, André C. A. Nascimento, George Valença, Péricles B. C. de Miranda, Rafael Ferreira Mello, Tapas Si:
Portuguese Neural Text Simplification Using Machine Translation. BRACIS (2) 2021: 542-556 - [c13]Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto:
A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architectures. CEC 2021: 2187-2194 - [c12]Vitor Rolim, Rafael Ferreira Mello, André C. A. Nascimento, Rafael Dueire Lins, Dragan Gasevic:
Reducing the size of training datasets in the classification of online discussions. ICALT 2021: 179-183 - [c11]João P. C. Uchoa, Taciana Pontual Falcão, André C. A. Nascimento, Péricles B. C. de Miranda, Rafael Ferreira Mello:
Fostering Autonomy through Augmentative and Alternative Communication. ICALT 2021: 320-324 - [c10]Giuseppe Fiorentino, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula Cavalcanti Cavalcanti Furtado, Rafael Ferreira Mello:
Applying Group Formation in Practice on a Brazilian Postgraduate Course. LALA 2021: 29-38 - [c9]Rafael Santana, Saulo Ferreira, Vitor Rolim, Péricles B. C. de Miranda, André C. A. Nascimento, Rafael Ferreira Mello:
A Chatbot to Support Basic Students Questions. LALA 2021: 58-67 - 2020
- [j4]Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento:
A multi-objective optimization approach for the group formation problem. Expert Syst. Appl. 162: 113828 (2020) - [c8]Thiago R. Fraça, Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, Ana C. Lorenaz, André C. A. Nascimento:
A Many-Objective optimization Approach for Complexity-based Data set Generation. CEC 2020: 1-8 - [c7]Anderson Pinheiro Cavalcanti, Arthur Diego, Rafael Ferreira Mello, Katerina Mangaroska, André C. A. Nascimento, Fred Freitas, Dragan Gasevic:
How good is my feedback?: a content analysis of written feedback. LAK 2020: 428-437
2010 – 2019
- 2018
- [j3]João Emanoel Ambrósio Gomes, Ricardo B. C. Prudêncio, André C. A. Nascimento:
Centrality-Based Group Profiling: A Comparative Study in Co-authorship Networks. New Gener. Comput. 36(1): 59-89 (2018) - 2017
- [c6]Adriano Lima, Methanias Colaço Júnior, André C. A. Nascimento:
Um Survey com Empresas Brasileiras acerca da Utilização de Business Intelligence (BI). CIbSE 2017: 733-746 - 2016
- [j2]André C. A. Nascimento, Ricardo B. C. Prudêncio, Ivan G. Costa:
A multiple kernel learning algorithm for drug-target interaction prediction. BMC Bioinform. 17: 46 (2016) - [c5]João Emanoel Ambrósio Gomes, Ricardo B. C. Prudêncio, André C. A. Nascimento:
A Comparative Study of Group Profiling Techniques in Co-authorship Networks. BRACIS 2016: 373-378 - [c4]Igor Peterson Oliveira Santos, André C. A. Nascimento, Juli Kelle Góis Costa, Methanias Colaço Júnior, Wenderson Campos Pereira:
Experimentation in the Industry for Automation of Unit Testing in a Business Intelligence Environment. SEKE 2016: 466-469 - 2013
- [c3]João Gomes, Ricardo B. C. Prudêncio, Luciano Meira, Alexandre Azevedo Filho, André C. A. Nascimento, Hilário Oliveira:
Group Profiling for Understanding Educational Social Networking. SEKE 2013: 101-106
2000 – 2009
- 2009
- [j1]Flávia A. Barros, Eduardo F. A. Silva, Ricardo Bastos Cavalcante Prudêncio, Valmir M. Filho, André C. A. Nascimento:
Combining Text Classifiers and Hidden Markov Models for Information Extraction. Int. J. Artif. Intell. Tools 18(2): 311-329 (2009) - [c2]André C. A. Nascimento, Ricardo Bastos Cavalcante Prudêncio, Marcílio Carlos Pereira de Souto, Ivan G. Costa:
Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data. ICANN (2) 2009: 20-29 - 2008
- [c1]Flávia A. Barros, Eduardo F. A. Silva, Ricardo Bastos Cavalcante Prudêncio, Valmir M. Filho, André C. A. Nascimento:
Hidden Markov Models and Text Classifiers for Information Extraction on Semi-Structured Texts. HIS 2008: 417-422
Coauthor Index
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