André C. A. Nascimento

37 papers A 2B 7C 4Journal 11Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Overview of machine learning in class imbalance scenarios: Trends, challenges, and approaches. Expert Syst. Appl. Gilberto Sussumu Hida, André C. A. Nascimento
2025	—	`conf`	Exploring the Impact of LLM-Based Scaffolding on Academic Performance and the Mediating Roles of AI Literacy and Prior Knowledge. EC-TE (1) André C. A. Nascimento, Mar Pérez-Sanagustín, Jean-François Parmentier, Isabel Hilliger, Gabriel Ferrettini, Rafael Ferreira Mello
2025	—	`conf`	SIMBA: A Tool for Designing Generative AI Agents for Reflective Learning and Critical Thinking. EC-TEL (2) Gabriel Ferrettini, André C. A. Nascimento, Mar Pérez-Sanagustín, Isabel Hilliger
2025	J	`jnl`	SUSAN: A deep learning-based architecture for violence detection against women in surveillance videos. Expert Syst. Appl. João Pedro F. Andrade, Tapas Si, Ana Paula Cavalcanti, André C. A. Nascimento, Péricles B. C. Miranda
2024	—	`conf`	Automatic Detection of Narrative Rhetorical Categories and Elements on Middle School Written Essays. AIED (1) Rafael Ferreira Mello, Luiz A. L. Rodrigues, Erverson B. G. de Sousa, Hyan Batista, Mateus Lins, André C. A. Nascimento, Dragan Gasevic
2024	B	`conf`	Machine Learning and IoT for Predicting the Productivity of MRI Equipment. IJCNN Péricles B. C. Miranda, Leonardo Monte, André C. A. Nascimento, Márcio P. Basgalupp, José Leovigildo Coelho
2024	—	`conf`	Should I use my imagination?' An attempt at co-designing a game editor within an app for alternative communication with children with autism. IHC Taciana Pontual Falcão, Karina Machado, Zózimo Pinto Neto, Alinny Miranda, Ana Paula C. Cavalcanti, Paulo Rodrigues, Carlos Pereira, André C. A. Nascimento
2024	J	`jnl`	Towards explainable automatic punctuation restoration for Portuguese using transformers. Expert Syst. Appl. 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
2023	J	`jnl`	A novel multi-objective grammar-based framework for the generation of Convolutional Neural Networks. Expert Syst. Appl. 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
2023	C	`conf`	Automatic Simplification of Legal Texts in Portuguese Using Machine Learning. JURIX Alexandre Alves, Péricles B. C. Miranda, Rafael Fe Mello, André C. A. Nascimento
2022	B	`conf`	Federated Learning for Physical Violence Detection in Videos. IJCNN Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. Miranda, André C. A. Nascimento, Ana Paula C. Furtado
2022	B	`conf`	Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. CEC Péricles B. C. Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si
2022	A	`conf`	NASC: Network analytics to uncover socio-cognitive discourse of student roles. LAK Máverick André Dionísio Ferreira, Rafael Ferreira Mello, Vitomir Kovanovic, André C. A. Nascimento, Rafael Dueire Lins, Dragan Gasevic
2022	—	`conf`	Predicting Compatibility of Cultivars in Grafting Processes Using Kernel Methods and Collaborative Filtering. BRACIS (1) Thiago B. R. Silva, Nina I. Verslype, André C. A. Nascimento, Ricardo B. C. Prudêncio
2022	—	`conf`	Using Natural Language Processing to Improve Transparency by Enhancing the Understanding of Legal Decisions. EGOV-CeDEM-ePart-* Tiago Lima, Kellyton Brito, André C. A. Nascimento, George Valença, Fábio Pedrosa
2021	—	`conf`	A Chatbot to Support Basic Students Questions. LALA Rafael Santana, Saulo Ferreira, Vitor Rolim, Péricles B. C. Miranda, André C. A. Nascimento, Rafael Ferreira Mello
2021	B	`conf`	A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architectures. CEC 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
2021	—	`conf`	Applying Group Formation in Practice on a Brazilian Postgraduate Course. LALA Giuseppe Fiorentino, Péricles B. C. Miranda, André C. A. Nascimento, Ana Paula Carvalho Cavalcanti Furtado, Rafael Ferreira Mello
2021	—	`conf`	Contrasting Automatic and Manual Group Formation: A Case Study in a Software Engineering Postgraduate Course. AIED (2) Giuseppe Fiorentino, Péricles B. C. Miranda, André C. A. Nascimento, Ana Paula C. Furtado, Henrik Bellhäuser, Dragan Gasevic, Rafael Ferreira Mello
2021	B	`conf`	Fostering Autonomy through Augmentative and Alternative Communication. ICALT João P. C. Uchoa, Taciana Pontual Falcão, André C. A. Nascimento, Péricles B. C. Miranda, Rafael Ferreira Mello
2021	J	`jnl`	Grammar-based automatic programming for medical data classification: an experimental study. Artif. Intell. Rev. Tapas Si, Péricles B. C. Miranda, João Victor Galdino, André C. A. Nascimento
2021	J	`jnl`	ImageDataset2Vec: An image dataset embedding for algorithm selection. Expert Syst. Appl. Lucas V. Dias, Péricles B. C. Miranda, André C. A. Nascimento, Filipe R. Cordeiro, Rafael Ferreira Mello, Ricardo B. C. Prudêncio
2021	—	`conf`	Portuguese Neural Text Simplification Using Machine Translation. BRACIS (2) Tiago Barbosa de Lima, André C. A. Nascimento, George Valença, Péricles B. C. Miranda, Rafael Ferreira Mello, Tapas Si
2021	B	`conf`	Reducing the size of training datasets in the classification of online discussions. ICALT Vitor Rolim, Rafael Ferreira Mello, André C. A. Nascimento, Rafael Dueire Lins, Dragan Gasevic
2021	J	`jnl`	Toward Automatic Classification of Online Discussion Messages for Social Presence. IEEE Trans. Learn. Technol. Máverick André Dionísio Ferreira, Rafael Ferreira Mello, André C. A. Nascimento, Rafael Dueire Lins, Dragan Gasevic
2020	B	`conf`	A Many-Objective optimization Approach for Complexity-based Data set Generation. CEC Thiago R. Fraça, Péricles B. C. Miranda, Ricardo B. C. Prudêncio, Ana C. Lorenaz, André C. A. Nascimento
2020	J	`jnl`	A multi-objective optimization approach for the group formation problem. Expert Syst. Appl. Péricles B. C. Miranda, Rafael Ferreira Mello, André C. A. Nascimento
2020	A	`conf`	How good is my feedback?: a content analysis of written feedback. LAK Anderson Pinheiro Cavalcanti, Arthur Diego, Rafael Ferreira Mello, Katerina Mangaroska, André C. A. Nascimento, Fred Freitas, Dragan Gasevic
2018	J	`jnl`	Centrality-Based Group Profiling: A Comparative Study in Co-authorship Networks. New Gener. Comput. João Emanoel Ambrósio Gomes, Ricardo B. C. Prudêncio, André C. A. Nascimento
2017	—	`conf`	Um Survey com Empresas Brasileiras acerca da Utilização de Business Intelligence (BI). CIbSE Adriano Lima, Methanias Colaço Júnior, André C. A. Nascimento
2016	—	`conf`	A Comparative Study of Group Profiling Techniques in Co-authorship Networks. BRACIS João Emanoel Ambrósio Gomes, Ricardo B. C. Prudêncio, André C. A. Nascimento
2016	J	`jnl`	A multiple kernel learning algorithm for drug-target interaction prediction. BMC Bioinform. André C. A. Nascimento, Ricardo B. C. Prudêncio, Ivan G. Costa
2016	C	`conf`	Experimentation in the Industry for Automation of Unit Testing in a Business Intelligence Environment. SEKE Igor Peterson Oliveira Santos, André C. A. Nascimento, Juli Kelle Góis Costa, Methanias Colaço Júnior, Wenderson Campos Pereira
2013	C	`conf`	Group Profiling for Understanding Educational Social Networking. SEKE João Gomes, Ricardo B. C. Prudêncio, Luciano Meira, Alexandre Azevedo Filho, André C. A. Nascimento, Hilário Oliveira
2009	J	`jnl`	Combining Text Classifiers and Hidden Markov Models for Information Extraction. Int. J. Artif. Intell. Tools Flávia A. Barros, Eduardo F. A. Silva, Ricardo Bastos Cavalcante Prudêncio, Valmir M. Filho, André C. A. Nascimento
2009	—	`conf`	Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data. ICANN (2) André C. A. Nascimento, Ricardo Bastos Cavalcante Prudêncio, Marcílio Carlos Pereira de Souto, Ivan G. Costa
2008	C	`conf`	Hidden Markov Models and Text Classifiers for Information Extraction on Semi-Structured Texts. HIS Flávia A. Barros, Eduardo F. A. Silva, Ricardo Bastos Cavalcante Prudêncio, Valmir M. Filho, André C. A. Nascimento