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Marcos André Gonçalves

universidade federal de minas gerais

47H-index
460Paper Count
9.7KCitation Count
Published Papers 66
Publication Date
The complex ecosystem of hyperprolific authors
err2026-03-02
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errOAAI
errJussara M. Almeida; Alessia Antelmi; Marcos André Gonçalves; Maria Angela Pellegrino
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Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems
err2025-07-01
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PREAI
errRodrigues, Pedro Henrique Silva; de Sousa, Daniel Xavier; Franca, Celso; Rabbi, Gestefane; Rosa, Thierson Couto; Goncalves, Marcos Andre
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Are the current topic modeling evaluation metrics enough? Mitigating the limitations of topic modeling evaluation metrics using a multi-perspective game theoretic approach
err2025-06-01
err0
PREAI
errPereira, Antonio; Viegas, Felipe; Dias, Diego Roberto Colombo; Tuler, Elisa; Machado, Ana Claudia; Fonseca, Guilherme; Goncalves, Marcos Andre; Rocha, Leonardo
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Unraveling relevant cross-waves pattern drifts in patient-hospital risk factors among hospitalized COVID-19 patients using explainable machine learning methods
err2025-04-15
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errOAAI
errLana, Fernanda Cristina Barbosa; Marinho, Carolina Coimbra; de Paiva, Bruno Barbosa Miranda; Valle, Lucas Rocha; do Nascimento, Guilherme Fonseca; da Rocha, Leonardo Chaves Dutra; Carneiro, Marcelo; Batista, Joanna d'Arc Lyra; Anschau, Fernando; Paraiso, Pedro Gibson; Bartolazzi, Frederico; Cimini, Christiane Correa Rodrigues; Schwarzbold, Alexandre Vargas; Rios, Danyelle Romana Alves; Goncalves, Marcos Andre; Marcolino, Milena Soriano
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A Noise-Oriented and Redundancy-Aware Instance Selection Framework
err2025-01-17
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errOAAI
errCunha, Washington; Fernandez, Alejandro moreo; Esuli, Andrea; Sebastiani, Fabrizio; Rocha, Leonardo; Goncalves, M. A. R. C. O. S. ANDRe
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On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval
err2024-10-01
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PREAI
errFranca, Celso; Lima, Rennan C.; Andrade, Claudio; Cunha, Washington; Melo, Pedro O. S. Vaz de; Ribeiro-Neto, Berthier; Rocha, Leonardo; Santos, Rodrygo L. T.; Pagano, Adriana Silvina; Goncalves, Marcos Andre
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Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation
err2024-09-27
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errOAAI
errde Moraes, Eduardo Villela; Pires, Magda Carvalho; Costa, Amanda Abrantes Abreu; Nunes, Aline Gabrielle Sousa; de Amorim, Caroline Lopes; Manenti, Euler Roberto Fernandes; Lucas, Fernanda Barbosa; Rodrigues, Fernanda d'Athayde; Anschau, Fernando; do Nascimento, Guilherme Fonseca; Vietta, Giovanna Grunewald; Moreira, Jessica Fernandes Benavides; Ruschel, Karen Brasil; Costa, Monica Aparecida; Duraes, Pamela Andrea Alves; van der Sand Germani, Pedro Augusto; dos Reis, Priscilla Pereira; Menezes, Rochele Mosmann; da Rocha, Leonardo Chaves Dutra; Goncalves, Marcos Andre; Tupinambas, Unai; Marcolino, Milena Soriano
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A network-driven study of hyperprolific authors in computer science
err2024-02-29
err2
PREAI
errVieira, Vinicius da F.; Ferreira, Carlos H. G.; Almeida, Jussara M.; Moreira, Edre; Laender, Alberto H. F.; Meira Jr, Wagner; Goncalves, Marcos Andre
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A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification
err2023-07-13
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PREAI
errCunha, Washington; Viegas, Felipe; Franca, Celso; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre
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On the class separability of contextual embeddings representations-or The classifier does not matter when the (text) representation is so good!
err2023-07-01
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PREAI
errde Andrade, Claudio M. V.; Belem, Fabiano M.; Cunha, Washington; Franca, Celso; Viegas, Felipe; Rocha, Leonardo; Goncalves, Marcos Andre
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The rise of hyperprolific authors in computer science: characterization and implications
err2023-03-15
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PREAI
errMoreira, Edre; Meira Jr, Wagner; Goncalves, Marcos Andre; Laender, Alberto H. F.
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Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset
err2023-03-01
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errOAAI
errde Paiva, Bruno Barbosa Miranda; Pereira, Polianna Delfino; de Andrade, Claudio Moises Valiense; Gomes, Virginia Mara Reis; Souza-Silva, Maira Viana Rego; Martins, Karina Paula Medeiros Prado; Sales, Thais Lorenna Souza; de Carvalho, Rafael Lima Rodrigues; Pires, Magda Carvalho; Ramos, Lucas Emanuel Ferreira; Silva, Rafael Tavares; de Freitas Martins Vieira, Alessandra; Nunes, Aline Gabrielle Sousa; de Oliveira Jorge, Alzira; de Oliveira Maurilio, Amanda; Scotton, Ana Luiza Bahia Alves; da Silva, Carla Thais Candida Alves; Cimini, Christiane Correa Rodrigues; Ponce, Daniela; Pereira, Elayne Crestani; Manenti, Euler Roberto Fernandes; Rodrigues, Fernanda d'Athayde; Anschau, Fernando; Botoni, Fernando Antonio; Bartolazzi, Frederico; Grizende, Genna Maira Santos; Noal, Helena Carolina; Duani, Helena; Gomes, Isabela Moraes; Costa, Jamille Hemetrio Salles Martins; di Sabatino Santos Guimaraes, Julia; Tupinambas, Julia Teixeira; Rugolo, Juliana Machado; Batista, Joanna d'Arc Lyra; de Alvarenga, Joice Coutinho; Chatkin, Jose Miguel; Ruschel, Karen Brasil; Zandona, Liege Barella; Pinheiro, Lilian Santos; Menezes, Luanna Silva Monteiro; de Oliveira, Lucas Moyses Carvalho; Kopittke, Luciane; Assis, Luisa Argolo; Marques, Luiza Margoto; Raposo, Magda Cesar; Floriani, Maiara Anschau; Bicalho, Maria Aparecida Camargos; Nogueira, Matheus Carvalho Alves; de Oliveira, Neimy Ramos; Ziegelmann, Patricia Klarmann; Paraiso, Pedro Gibson; de Lima Martelli, Petronio Jose; Senger, Roberta; Menezes, Rochele Mosmann; Francisco, Saionara Cristina; Araujo, Silvia Ferreira; Kurtz, Tatiana; Fereguetti, Tatiani Oliveira; de Oliveira, Thainara Conceicao; Ribeiro, Yara Cristina Neves Marques Barbosa; Ramires, Yuri Carlotto; Lima, Maria Clara Pontello Barbosa; Carneiro, Marcelo; Bezerra, Adriana Falangola Benjamin; Schwarzbold, Alexandre Vargas; de Moura Costa, Andre Soares; Farace, Barbara Lopes; Silveira, Daniel Vitorio; de Almeida Cenci, Evelin Paola; Lucas, Fernanda Barbosa; Aranha, Fernando Graca; Bastos, Gisele Alsina Nader; Vietta, Giovanna Grunewald; Nascimento, Guilherme Fagundes; Vianna, Heloisa Reniers; Guimaraes, Henrique Cerqueira; de Morais, Julia Drumond Parreiras; Moreira, Leila Beltrami; de Oliveira, Leonardo Seixas; de Deus Sousa, Lucas; de Souza Viana, Luciano; de Souza Cabral, Maderson Alvares; Ferreira, Maria Angelica Pires; de Godoy, Mariana Frizzo; de Figueiredo, Meire Pereira; Guimaraes-Junior, Milton Henriques; de Paula de Sordi, Monica Aparecida; da Cunha Severino Sampaio, Natalia; Assaf, Pedro Ledic; Lutkmeier, Raquel; Valacio, Reginaldo Aparecido; Finger, Renan Goulart; de Freitas, Rufino; Guimaraes, Silvana Mangeon Meirelles; Oliveira, Talita Fischer; Diniz, Thulio Henrique Oliveira; Goncalves, Marcos Andre; Marcolino, Milena Soriano
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Infodemics and health misinformation: a systematic review of reviews
err2022-09-01
err172
errOAAI
errDo Nascimento, Israel Junior Borges; Pizarro, Ana Beatriz; Almeida, Jussara M.; Azzopardi-Muscat, Natasha; Goncalves, Marcos Andre; Bjorklunde, Maria; Novillo-Ortiz, David
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Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling
err2022-07-11
err3
errOAAI
errViegas, Felipe; Pereira, Antonio; Cecilio, Pablo; Tuler, Elisa; Meira, Wagner, Jr.; Goncalves, Marcos; Rocha, Leonardo
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Predictors of venous thromboembolism in COVID-19 patients: results of the COVID-19 Brazilian Registry
err2022-06-01
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errOAAI
errda Silveira, Warley Cezar; Ferreira Ramos, Lucas Emanuel; Silva, Rafael Tavares; Miranda de Paiva, Bruno Barbosa; Pereira, Polianna Delfino; Schwarzbold, Alexandre Vargas; Garbini, Andresa Fontoura; Morato Barreira, Bruna Schettino; de Castro, Bruno Mateus; Ramos, Carolina Marques; Gomes, Caroline Danubia; Rodrigues Cimini, Christiane Correa; Pereira, Elayne Crestani; Roesch, Eliane Wurdig; Souza Kroger, Emanuele Marianne; Martins Graca Aranha, Felipe Ferraz; Anschau, Fernando; Botoni, Fernando Antonio; Aranha, Fernando Graca; Crestani, Gabriela Petry; Vietta, Giovanna Grunewald; Bastos, Gisele Alsina Nader; Salles Martins Costa, Jamille Hemetrio; Correa Silva da Fonseca, Jessica Rayane; Ruschel, Karen Brasil; de Oliveira, Leonardo Seixas; Pinheiro, Lilian Santos; Pacheco, Liliane Souto; Segala, Luciana Borges; Ferreira Couto, Luciana Siuves; Kopittke, Luciane; Floriani, Maiara Anschau; Silva, Majlla Magalhaes; Carneiro, Marcelo; Pires Ferreira, Maria Angelica; Parreiras Martins, Maria Auxiliadora; Zerbini de Faria, Marina Neves; Alves Nogueira, Matheus Carvalho; Guimaraes Junior, Milton Henriques; Severino Sampaio, Natalia da Cunha; de Oliveira, Neimy Ramos; Pertile, Nicole de Moraes; Soares Andrade, Pedro Guido; Assaf, Pedro Ledic; Valacio, Reginaldo Aparecido; Menezes, Rochele Mosmann; Francisco, Saionara Cristina; Meirelles Guimaraes, Silvana Mangeon; Araujo, Silvia Ferreira; Rezende, Suely Meireles; Pereira, Susany Anastacia; Kurtz, Tatiana; Fereguetti, Tatiani Oliveira; Polanczyk, Carisi Anne; Pires, Magda Carvalho; Goncalves, Marcos Andre; Marcolino, Milena Soriano
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Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers
err2021-11-01
err5
errOAAI
errZanotto, Bruna Stella; Beck da Silva Etges, Ana Paula; dal Bosco, Avner; Cortes, Eduardo Gabriel; Ruschel, Renata; De Souza, Ana Claudia; Andrade, Claudio M., V; Viegas, Felipe; Canuto, Sergio; Luiz, Washington; Martins, Sheila Ouriques; Vieira, Renata; Polanczyk, Carisi; Goncalves, Marcos Andre
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On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study
err2021-05-01
err40
PREAI
errCunha, Washington; Mangaravite, Vitor; Gomes, Christian; Canuto, Sergio; Resende, Elaine; Nascimento, Cecilia; Viegas, Felipe; Franca, Celso; Martins, Wellington Santos; Almeida, Jussara M.; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre
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Impact of Big Data Analytics on People's Health: Overview of Systematic Reviews and Recommendations for Future Studies
err2021-04-13
err34
errOAAI
errBorges do Nascimento, Israel Junior; Marcolino, Milena Soriano; Mohamed Abdulazeem, Hebatullah; Weerasekara, Ishanka; Azzopardi-Muscat, Natasha; Goncalves, Marcos Andre; Novillo-Ortiz, David
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Exploiting semantic relationships for unsupervised expansion of sentiment lexicons
err2020-12-01
err15
PREAI
errViegas, Felipe; Alvim, Mario S.; Canuto, Sergio; Rosa, Thierson; Goncalves, Marcos Andre; Rocha, Leonardo
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