Gisele Lobo Pappa

25 papers A 3B 5C 2Journal 6Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Machine learning strategies for predicting pediatric suicidal behaviors in a Brazilian emergency setting. Frontiers Artif. Intell. Isis F. Carvalho, Ana Paula Couto da Silva, Anísio Mendes Lacerda, Wagner Meira Jr., Danilo Bastos Bispo Ferreira, Lys Malloy Diniz, Alexandre Luiz de Oliveira Serpa, Maria Carolina Lobato Machado, Marco Aurélio Romano-Silva, Débora M. Miranda, Gisele Lobo Pappa
2025	J	`jnl`	Novel applications of item response theory for analysing data set complexity and benchmark selection. Mach. Learn. João Luiz Junho Pereira, Alfredo Antonio Alencar Exposito de Queiroz, Telmo de Menezes e Silva Filho, Ana Carolina Lorena, Rafael Gomes Mantovani, Gisele Lobo Pappa, Ricardo Bastos Cavalcante Prudêncio
2025	A	`conf`	Transformers as Surrogate Models for Genetic Programming in AutoML Tasks. GECCO Matheus Cândido Teixeira, Gisele Lobo Pappa
2024	—	`conf`	Embedding Representations for AutoML Pipelines. BRACIS (1) Camila Santana Braz, Matheus Cândido Teixeira, Gisele Lobo Pappa
2023	—	`conf`	Fitness Landscape Analysis of TPOT Using Local Optima Network. BRACIS (3) Matheus Cândido Teixeira, Gisele Lobo Pappa
2023	A	`conf`	Symbolic Regression Trees as Embedded Representations. GECCO Victor Caetano, Matheus Cândido Teixeira, Gisele Lobo Pappa
2022	—	`conf`	Analysis of Neutrality of AutoML Search Spaces with Local Optima Networks. BRACIS (1) Matheus Cândido Teixeira, Gisele Lobo Pappa
2022	J	`jnl`	Political polarization on Twitter during the COVID-19 pandemic: a case study in Brazil. Soc. Netw. Anal. Min. Pedro Paulo Valadares Brum, Matheus Cândido Teixeira, Renato Vimieiro, Eric Araújo, Wagner Meira Jr., Gisele Lobo Pappa
2021	C	`conf`	Neural Architecture Search for Resource-Constrained Internet of Things Devices. ISCC Isadora Cardoso-Pereira, Gisele Lobo Pappa, Heitor S. Ramos
2020	A	`conf`	A robust experimental evaluation of automated multi-label classification methods. GECCO Alex Guimarães Cardoso de Sá, Cristiano Guimarães Pimenta, Gisele Lobo Pappa, Alex Alves Freitas
2018	C	`conf`	An Approximative Bayes-Optimal Kernel Classifier Based on Version Space Reduction. ICMLA Karen Braga Enes, Saulo Moraes Villela, Gisele Lobo Pappa, Raul Fonseca Neto
2018	J	`jnl`	Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach. CoRR Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Luis Fernando Miranda, Gisele Lobo Pappa
2018	—	`conf`	Implementation and Analysis of a Non-deterministic Drama Manager. SBGames Milo N. R. Utsch, Gisele Lobo Pappa, Luiz Chaimowicz
2018	B	`conf`	Reddit Weight Loss Communities: Do They Have What It Takes for Effective Health Interventions? WI Karen Braga Enes, Pedro Paulo Valadares Brum, Tiago Oliveira Cunha, Fabricio Murai, Ana Paula Couto da Silva, Gisele Lobo Pappa
2018	—	`conf`	Tutorials at PPSN 2018. PPSN (2) Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
2017	J	`jnl`	BRACIS 2015: Progress in computation intelligence in Brazil. Neurocomputing Gisele Lobo Pappa, Kate Cerqueira Revoredo, Teresa Bernarda Ludermir
2017	B	`conf`	Top-down strategies for hierarchical classification of transposable elements with neural networks. IJCNN Felipe Kenji Nakano, Walter José G. S. Pinto, Gisele Lobo Pappa, Ricardo Cerri
2014	—	`conf`	Generating Cohesive Semantic Topics from Latent Factors. BRACIS Paulo Viana Bicalho, Tiago de Oliveira Cunha, Fernando Henrique Jesus Mourão, Gisele Lobo Pappa, Wagner Meira Jr.
2013	B	`conf`	A genetic algorithm for the minimum cost localization problem in wireless sensor networks. IEEE Congress on Evolutionary Computation Angelo Ferreira Assis, Luiz Filipe Menezes Vieira, Marco Tulio Reis Rodrigues, Gisele Lobo Pappa
2013	B	`conf`	A new representation for instance-based clonal selection algorithms. IEEE Congress on Evolutionary Computation Luiz Otávio Vilas Boas Oliveira, Isabela Neves Drummond, Gisele Lobo Pappa
2013	—	`conf`	Towards a method for automatically evolving bayesian network classifiers. GECCO (Companion) Alex Guimarães Cardoso de Sá, Gisele Lobo Pappa
2011	B	`conf`	Assessing documents' credibility with genetic programming. IEEE Congress on Evolutionary Computation João Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.
2011	J	`jnl`	Inferring the Location of Twitter Messages Based on User Relationships. Trans. GIS Clodoveu A. Davis Jr., Gisele Lobo Pappa, Diogo Rennó Rocha de Oliveira, Filipe de Lima Arcanjo
2011	—	`conf`	Robot routing in sparse wireless sensor networks with continuous ant colony optimization. GECCO (Companion) Giovanni Comarela, Kênia Carolina Gonçalves, Gisele Lobo Pappa, Jussara M. Almeida, Virgílio A. F. Almeida
2007	—	`—`	Automatically evolving rule induction algorithms with grammar-based genetic programming. Gisele Lobo Pappa