Attribute Selection with a Multi-objective Genetic Algorithm. - Gisele L. Pappa; Alex Alves Freitas; Celso A. A. Kaestner (SBIA, 2002)

Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. - Carlos Nascimento Silla Jr.; Gisele L. Pappa; Alex Alves Freitas; Celso A. A. Kaestner (IBERAMIA, 2004)

Predicting post-synaptic activity in proteins with data mining. - Gisele L. Pappa; Anthony J. Baines; Alex Alves Freitas (ECCB/JBI, 2005)

Automatically Evolving Rule Induction Algorithms. - Gisele L. Pappa; Alex Alves Freitas (ECML, 2006)

Automatically evolving rule induction algorithms with grammar-based genetic programming. - Gisele Lobo Pappa (2007)

Discovering New Rule Induction Algorithms with Grammar-based Genetic Programming. - Gisele L. Pappa; Alex Alves Freitas (Soft Computing for Knowledge Discovery and Data Mining, 2008)

From an artificial neural network to a stock market day-trading system: A case study on the BM&F BOVESPA. - Leonardo C. Martinez; Diego N. da Hora; João R. M. Palotti; Wagner Meira Jr.; Gisele L. Pappa (IJCNN, 2009)

Learning to assess the quality of scientific conferences: a case study in computer science. - Waister Silva Martins; Marcos André Gonçalves; Alberto H. F. Laender; Gisele L. Pappa (JCDL, 2009)

Exploiting contexts to deal with uncertainty in classification. - Bianca Zadrozny; Gisele L. Pappa; Wagner Meira Jr.; Marcos André Gonçalves; Leonardo Rocha 001; Thiago Salles (KDD Workshop on Knowledge Discovery from Uncertain Data, 2009)

Classificação Automática de Documentos Robusta Temporalmente. - Thiago Salles; Leonardo Rocha 001; Gisele L. Pappa; Fernando Mourão; Marcos André Gonçalves; Wagner Meira Jr. (SBBD, 2009)

Automatically evolving rule induction algorithms tailored to the prediction of postsynaptic activity in proteins. - Gisele L. Pappa; Alex Alves Freitas (Intell. Data Anal., 2009)

Evolving rule induction algorithms with multi-objective grammar-based genetic programming. - Gisele L. Pappa; Alex Alves Freitas (Knowl. Inf. Syst., 2009)

Genetic Programming for Automatically Constructing Data Mining Algorithms. - Alex Alves Freitas; Gisele L. Pappa (Encyclopedia of Data Warehousing and Mining, 2009)

An evolutionary algorithm to the Density Control, Coverage and Routing Multi-Period Problem in Wireless Sensor Networks. - Iuri Bueno Drumond de Andrade; Tiago de Oliveira Januario; Gisele L. Pappa; Geraldo Robson Mateus (IEEE Congress on Evolutionary Computation, 2010)

Active Learning Genetic programming for record deduplication. - Junio de Freitas; Gisele L. Pappa; Altigran Soares da Silva; Marcos André Gonçalves; Edleno Silva de Moura; Adriano Veloso; Alberto H. F. Laender; Moisés G. de Carvalho (IEEE Congress on Evolutionary Computation, 2010)

Tuning Genetic Programming parameters with factorial designs. - Elisa Boari de Lima; Gisele L. Pappa; Jussara Marques de Almeida; Marcos André Gonçalves; Wagner Meira Jr. (IEEE Congress on Evolutionary Computation, 2010)

Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications. - Fabiano Muniz Belém; Eder Ferreira Martins; Jussara Marques de Almeida; Marcos André Gonçalves; Gisele L. Pappa (CIKM, 2010)

Adaptive Normalization: A novel data normalization approach for non-stationary time series. - Eduardo S. Ogasawara; Leonardo C. Martinez; Daniel de Oliveira 001; Geraldo Zimbrão; Gisele L. Pappa; Marta Mattoso (IJCNN, 2010)

Demand-Driven Tag Recommendation. - Guilherme Vale Menezes; Jussara M. Almeida; Fabiano Belém; Marcos André Gonçalves; Anísio Lacerda; Edleno Silva de Moura; Gisele L. Pappa; Adriano Veloso; Nivio Ziviani (ECML/PKDD (2), 2010)

A new methodology for photometric validation in vehicles visual interactive systems. - Alexandre W. C. Faria; David Menotti; Daniel S. D. Lara; Gisele L. Pappa; Arnaldo de Albuquerque Araújo (SAC, 2010)

Combinando Multi-Visões através de um Algoritmo de Nuvens de Partículas. - Zilton Cordeiro Junior; Gisele L. Pappa; Filipe de Lima Arcanjo; Wagner Meira Jr. (SBBD (Posters), 2010)

Temporally-aware algorithms for document classification. - Thiago Salles; Leonardo Rocha 001; Gisele L. Pappa; Fernando Mourão; Wagner Meira Jr.; Marcos André Gonçalves (SIGIR, 2010)

Michael Affenzeller, Stefan Wagner, Stephan Winkler and Andreas Beham: Genetic algorithms and genetic programming modern concepts and practical applications - CRC Press, 2009, 379 pp, ISBN 978-1584886297. - Gisele L. Pappa (Genet. Program. Evolvable Mach., 2010)

A Multi-view Approach for Detecting Non-Cooperative Users in Online Video Sharing Systems. - Hendrickson Reiter Langbehn; Saulo M. R. Ricci; Marcos André Gonçalves; Jussara M. Almeida; Gisele L. Pappa; Fabrício Benevenuto (J. Inf. Data Manag., 2010)

Estimating the Credibility of Examples in Automatic Document Classification. - João R. M. Palotti; Thiago Salles; Gisele L. Pappa; Filipe de Lima Arcanjo; Marcos André Gonçalves; Wagner Meira Jr. (J. Inf. Data Manag., 2010)

Automatic Document Classification Temporally Robust. - Thiago Salles; Leonardo Rocha 001; Fernando Mourão; Gisele L. Pappa; Lucas Cunha; Marcos André Gonçalves; Wagner Meira Jr. (J. Inf. Data Manag., 2010)

Creating Rule Ensembles from Automatically-Evolved Rule Induction Algorithms. - Gisele L. Pappa; Alex Alves Freitas (Advances in Machine Learning I, 2010)

HCGA: A genetic algorithm for hierarchical classification. - Rafael V. Carvalho; Gustavo Brunoro; Gisele L. Pappa (IEEE Congress on Evolutionary Computation, 2011)

A PSO algorithm for improving multi-view classification. - Zilton Cordeiro Junior; Gisele L. Pappa (IEEE Congress on Evolutionary Computation, 2011)

Assessing documents' credibility with genetic programming. - João Rafael De Moura Palotti; Thiago Salles; Gisele Lobo Pappa; Marcos André Gonçalves; Wagner Meira Jr. (IEEE Congress on Evolutionary Computation, 2011)

Semi-supervised genetic programming for classification. - Filipe de Lima Arcanjo; Gisele L. Pappa; Paulo Viana Bicalho; Wagner Meira Jr.; Altigran Soares da Silva (GECCO, 2011)

Robot routing in sparse wireless sensor networks with continuous ant colony optimization. - Giovanni Comarela; Kênia Carolina Gonçalves; Gisele Lobo Pappa; Jussara M. Almeida; Virgílio A. F. Almeida (GECCO (Companion), 2011)

Unificação de Usuários em Redes Sociais. - Julio Albinati; Igor Altissimo; Fernando Mourão; Gisele L. Pappa; Wagner Meira Jr. (SBBD (Short Papers), 2011)

Inferring the Location of Twitter Messages Based on User Relationships. - Clodoveu A. Davis Jr.; Gisele Lobo Pappa; Diogo Rennó Rocha de Oliveira; Filipe de Lima Arcanjo (Trans. GIS, 2011)

A binary classification approach for automatic preference modeling of virtual agents in Civilization IV. - Marlos C. Machado; Gisele L. Pappa; Luiz Chaimowicz (CIG, 2012)

Roadside unit deployment for information dissemination in a VANET: an evolutionary approach. - Evellyn S. Cavalcante; André L. L. de Aquino; Gisele L. Pappa; Antonio Alfredo Ferreira Loureiro (GECCO (Companion), 2012)

Traffic observatory: a system to detect and locate traffic events and conditions using Twitter. - Sílvio S. Ribeiro Jr.; Clodoveu A. Davis Jr.; Diogo Rennó Rocha de Oliveira; Wagner Meira Jr.; Tatiana S. Gonçalves; Gisele L. Pappa (LBSN@GIS, 2012)

Rushes video summarization based on spatio-temporal features. - Tiago Oliveira Cunha; Flávio G. H. de Souza; Arnaldo de Albuquerque Araújo; Gisele L. Pappa (SAC, 2012)

Observatório do Trânsito: sistema para detecção e localização de eventos de trânsito no Twitter. - Sílvio S. Ribeiro Jr.; Diogo Rennó; Tatiana S. Gonçalves; Clodoveu A. Davis Jr.; Wagner Meira Jr.; Gisele L. Pappa (SBBD (Short Papers), 2012)

Seleção de Atributos Utilizando Algoritmos Genéticos para Detecção do Vandalismo na Wikipedia. - Maria I. M. Sumbana; Allan J. C. Silva; Marcos André Gonçalves; Jussara M. Almeida; Gisele L. Pappa (SBBD (Short Papers), 2012)

A methodology for photometric validation in vehicles visual interactive systems. - Alexandre W. C. Faria; David Menotti; Gisele L. Pappa; Daniel S. D. Lara; Arnaldo de Albuquerque Araújo (Expert Syst. Appl., 2012)

Uncovering the Location of Twitter Users. - Erica C. Rodrigues; Renato M. Assunção; Gisele L. Pappa; Renato Miranda; Wagner Meira Jr. (BRACIS, 2013)

A genetic algorithm for the minimum cost localization problem in wireless sensor networks. - Angelo Ferreira Assis; Luiz Filipe Menezes Vieira; Marco Tulio Reis Rodrigues; Gisele Lobo Pappa (IEEE Congress on Evolutionary Computation, 2013)

A new representation for instance-based clonal selection algorithms. - Luiz Otávio Vilas Boas Oliveira; Isabela Neves Drummond; Gisele Lobo Pappa (IEEE Congress on Evolutionary Computation, 2013)

Towards a method for automatically evolving bayesian network classifiers. - Alex Guimarães Cardoso de Sá; Gisele Lobo Pappa (GECCO (Companion), 2013)

GUARD: A Genetic Unified Approach for Recommendation. - Adolfo P. Guimarães; Thales F. Costa; Anísio Lacerda; Gisele L. Pappa; Nivio Ziviani (J. Inf. Data Manag., 2013)

Generating Cohesive Semantic Topics from Latent Factors. - Paulo Viana Bicalho; Tiago de Oliveira Cunha; Fernando Henrique Jesus Mourão; Gisele Lobo Pappa; Wagner Meira Jr. (BRACIS, 2014)

Sequential Symbolic Regression with Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa; Julio Albinati (GPTP, 2014)

A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiers. - Alex Guimarães Cardoso de Sá; Gisele L. Pappa (IBERAMIA, 2014)

An Evolutionary Methodology for Handling Data Scarcity and Noise in Monitoring Real Events from Social Media Data. - Roberto C. S. N. P. Souza; Denise E. F. de Brito; Rodrigo L. Cardoso; Derick M. de Oliveira; Wagner Meira Jr.; Gisele L. Pappa (IBERAMIA, 2014)

Inferring User Social Class in Online Social Networks. - Renato Miranda Filho; Guilherme R. Borges; Jussara M. Almeida; Gisele L. Pappa (SNAKDD, 2014)

Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions. - Alex Guimarães Cardoso de Sá; Gisele L. Pappa; Adriano César Machado Pereira (WebMedia, 2014)

Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms. - Gisele L. Pappa; Gabriela Ochoa; Matthew R. Hyde; Alex Alves Freitas; John R. Woodward; Jerry Swan (Genet. Program. Evolvable Mach., 2014)

Twitter Population Sample Bias and its impact on predictive outcomes: a case study on elections. - Renato Miranda Filho; Jussara M. Almeida; Gisele L. Pappa (ASONAM, 2015)

The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. - Julio Albinati; Gisele L. Pappa; Fernando E. B. Otero; Luiz Otávio Vilas Boas Oliveira (EuroGP, 2015)

MeGASS: Multi-Objective Genetic Active Site Search. - Sandro C. Izidoro; Anísio M. Lacerda; Gisele L. Pappa (GECCO (Companion), 2015)

Uma Estratégia não Supervisionada para Previsão de Eventos usando Redes Sociais. - Derick M. de Oliveira; Roberto C. S. N. P. Souza; Denise E. F. de Brito; Wagner Meira Jr.; Gisele L. Pappa (SBBD, 2015)

GASS: identifying enzyme active sites with genetic algorithms. - Sandro C. Izidoro; Raquel Cardoso de Melo Minardi; Gisele L. Pappa (Bioinform., 2015)

An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures. - Ricardo Cerri; Gisele L. Pappa; André Carlos Ponce de Leon Ferreira de Carvalho; Alex Alves Freitas (Comput. Intell., 2015)

An ant colony-based semi-supervised approach for learning classification rules. - Julio Albinati; Samuel E. L. Oliveira; Fernando E. B. Otero; Gisele L. Pappa (Swarm Intell., 2015)

An Accurate Gaussian Process-Based Early Warning System for Dengue Fever. - Julio Albinati; Wagner Meira Jr.; Gisele L. Pappa (BRACIS, 2016)

Revisiting the Sequential Symbolic Regression Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Luis Fernando Miranda; Gisele L. Pappa (BRACIS, 2016)

Topic Modeling for Short Texts with Co-occurrence Frequency-Based Expansion. - Gabriel Pedrosa; Marcelo Pita; Paulo Viana Bicalho; Anísio Lacerda; Gisele L. Pappa (BRACIS, 2016)

Evolutionary rank aggregation for recommender systems. - Samuel E. L. Oliveira; Victor Diniz; Anísio Lacerda; Gisele L. Pappa (CEC, 2016)

The Effect of Social Feedback in a Reddit Weight Loss Community. - Tiago Oliveira Cunha; Ingmar Weber; Hamed Haddadi; Gisele L. Pappa (Digital Health, 2016)

A Dispersion Operator for Geometric Semantic Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa (GECCO, 2016)

Discovering Combos in Fighting Games with Evolutionary Algorithms. - Gianlucca L. Zuin; Yuri P. A. Macedo; Luiz Chaimowicz; Gisele L. Pappa (GECCO, 2016)

A Generic Framework for Building Dispersion Operators in the Semantic Space. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa (GPTP, 2016)

Reducing Dimensionality to Improve Search in Semantic Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Luis Fernando Miranda; Gisele L. Pappa; Fernando E. B. Otero; Ricardo H. C. Takahashi (PPSN, 2016)

Exploring multiple evidence to infer users' location in Twitter. - Erica C. Rodrigues; Renato M. Assunção; Gisele L. Pappa; Diogo Rennó; Wagner Meira Jr. (Neurocomputing, 2016)

Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue Fever. - Julio Albinati; Wagner Meira Jr.; Gisele L. Pappa; Andrew Gordon Wilson (BRACIS, 2017)

Enhancement of Epidemiological Models for Dengue Fever Based on Twitter Data. - Julio Albinati; Wagner Meira Jr.; Gisele L. Pappa; Mauro Teixeira; Cecilia Marques-Toledo (DH, 2017)

Strategies for Improving the Distribution of Random Function Outputs in GSGP. - Luiz Otávio Vilas Boas Oliveira; Felipe Casadei; Gisele L. Pappa (EuroGP, 2017)

RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. - Alex Guimarães Cardoso de Sá; Walter José G. S. Pinto; Luiz Otávio Vilas Boas Oliveira; Gisele L. Pappa (EuroGP, 2017)

How noisy data affects geometric semantic genetic programming. - Luis Fernando Miranda; Luiz Otávio Vilas Boas Oliveira; Joao Francisco B. S. Martins; Gisele L. Pappa (GECCO, 2017)

Towards a method for automatically selecting and configuring multi-label classification algorithms. - Alex Guimarães Cardoso de Sá; Gisele L. Pappa; Alex Alves Freitas (GECCO (Companion), 2017)

Top-down strategies for hierarchical classification of transposable elements with neural networks. - Felipe Kenji Nakano; Walter José G. S. Pinto; Gisele Lobo Pappa; Ricardo Cerri (IJCNN, 2017)

A Warm Welcome Matters!: The Link Between Social Feedback and Weight Loss in /r/loseit. - Tiago Oliveira Cunha; Ingmar Weber; Gisele L. Pappa (WWW (Companion Volume), 2017)

BRACIS 2015: Progress in computation intelligence in Brazil. - Gisele Lobo Pappa; Kate Cerqueira Revoredo; Teresa Bernarda Ludermir (Neurocomputing, 2017)

A general framework to expand short text for topic modeling. - Paulo Viana Bicalho; Marcelo Pita; Gabriel Pedrosa; Anísio Lacerda; Gisele L. Pappa (Inf. Sci., 2017)

H3AD: A hybrid hyper-heuristic for algorithm design. - Péricles B. C. Miranda; Ricardo B. C. Prudêncio; Gisele L. Pappa (Inf. Sci., 2017)

GASS-WEB: a web server for identifying enzyme active sites based on genetic algorithms. - João P. A. Moraes; Gisele L. Pappa; Douglas E. V. Pires; Sandro C. Izidoro (Nucleic Acids Res., 2017)

Exploiting Multiple Recommenders to Improve Group Recommendation. - Samuel E. L. Oliveira; Pedro Paulo Valadares Brum; Anísio Lacerda; Gisele L. Pappa (BRACIS, 2018)

Strategies for Short Text Representation in the Word Vector Space. - Marcelo Pita; Gisele L. Pappa (BRACIS, 2018)

Multi-objective Evolutionary Rank Aggregation for Recommender Systems. - Samuel E. L. Oliveira; Victor Diniz; Anísio Lacerda; Gisele L. Pappa (CEC, 2018)

Improving Energy Efficiency of Field-Coupled Nanocomputing Circuits by Evolutionary Synthesis. - Marco A. Ribeiro; Iago A. Carvalho; Jeferson F. Chaves; Gisele L. Pappa; Omar P. Vilela Neto (CEC, 2018)

Solving the exponential growth of symbolic regression trees in geometric semantic genetic programming. - Joao Francisco B. S. Martins; Luiz Otávio Vilas Boas Oliveira; Luis Fernando Miranda; Felipe Casadei; Gisele L. Pappa (GECCO, 2018)

Analysing symbolic regression benchmarks under a meta-learning approach. - Luiz Otávio Vilas Boas Oliveira; Joao Francisco B. S. Martins; Luis Fernando Miranda; Gisele L. Pappa (GECCO (Companion), 2018)

An Approximative Bayes-Optimal Kernel Classifier Based on Version Space Reduction. - Karen Braga Enes; Saulo Moraes Villela; Gisele Lobo Pappa; Raul Fonseca Neto (ICMLA, 2018)

Tutorials at PPSN 2018. - 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; et al. (PPSN (2), 2018)

Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming. - Alex Guimarães Cardoso de Sá; Alex Alves Freitas; Gisele L. Pappa (PPSN (2), 2018)

Implementation and Analysis of a Non-deterministic Drama Manager. - Milo N. R. Utsch; Gisele Lobo Pappa; Luiz Chaimowicz (SBGames, 2018)

Reddit Weight Loss Communities: Do They Have What It Takes for Effective Health Interventions? - Karen Braga Enes; Pedro Paulo Valadares Brum; Tiago Oliveira Cunha; Fabricio Murai; Ana Paula Couto da Silva; Gisele Lobo Pappa (WI, 2018)

Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach. - Luiz Otávio Vilas Boas Oliveira; Joao Francisco Barreto da Silva Martins; Luis Fernando Miranda; Gisele Lobo Pappa (CoRR, 2018)

Multi-label classification search space in the MEKA software. - Alex Guimarães Cardoso de Sá; Alex Alves Freitas; Gisele L. Pappa (CoRR, 2018)

Selective harvesting over networks. - Fabricio Murai; Diogo Rennó; Bruno Ribeiro 001; Gisele L. Pappa; Don Towsley; Krista Gile (Data Min. Knowl. Discov., 2018)

A customized classification algorithm for credit card fraud detection. - Alex Guimarães Cardoso de Sá; Adriano C. M. Pereira; Gisele L. Pappa (Eng. Appl. Artif. Intell., 2018)

Strategies for combining Twitter users geo-location methods. - Sílvio S. Ribeiro Jr.; Gisele L. Pappa (GeoInformatica, 2018)

A Multi-objective Approach for Symbolic Regression with Semantic Genetic Programming. - Felipe Casadei; Joao Francisco B. S. Martins; Gisele L. Pappa (BRACIS, 2019)

Neural Architecture Search in Graph Neural Networks. - Matheus Nunes; Gisele L. Pappa (BRACIS, 2020)

Explaining Symbolic Regression Predictions. - Renato Miranda Filho; Anísio Lacerda; Gisele L. Pappa (CEC, 2020)

Instance Selection for Geometric Semantic Genetic Programming. - Luis Fernando Miranda; Luiz Otávio Vilas Boas Oliveira; Joao Francisco Barreto da Silva Martins; Gisele L. Pappa (CEC, 2020)

Fitness Landscape Analysis of Automated Machine Learning Search Spaces. - Cristiano Guimarães Pimenta; Alex Guimarães Cardoso de Sá; Gabriela Ochoa; Gisele L. Pappa (EvoCOP, 2020)

A robust experimental evaluation of automated multi-label classification methods. - Alex Guimarães Cardoso de Sá; Cristiano Guimarães Pimenta; Gisele Lobo Pappa; Alex Alves Freitas (GECCO, 2020)

An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version). - Márcio P. Basgalupp; Rodrigo C. Barros; Alex Guimarães Cardoso de Sá; Gisele L. Pappa; Rafael Gomes Mantovani; André C. P. L. F. de Carvalho; Alex Alves Freitas (CoRR, 2020)

Towards Metaheuristics "In the Large". - Jerry Swan; Steven Adriænsen; Alexander E. I. Brownlee; Colin G. Johnson; Ahmed Kheiri; Faustyna Krawiec; Juan Julián Merelo Guervós; Leandro L. Minku; Ender Özcan; Gisele L. Pappa; Pablo García-Sánchez; Kenneth Sörensen; et al. (CoRR, 2020)

A new non-deterministic drama manager for adaptive interactive storytelling. - Milo N. R. Utsch; Gisele L. Pappa; Luiz Chaimowicz; Raquel O. Prates (Entertain. Comput., 2020)

Elite versus mass polarization on the Brazilian impeachment proceedings of 2016. - Roberta Coeli Neves Moreira; Pedro O. S. Vaz de Melo; Gisele L. Pappa (Soc. Netw. Anal. Min., 2020)

Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis. - Samuel E. L. Oliveira; Victor Diniz; Anísio Lacerda; Luiz H. C. Merschmann; Gisele L. Pappa (ACM Trans. Intell. Syst. Technol., 2020)

Fitness landscape analysis of graph neural network architecture search spaces. - Matheus Nunes; Paulo M. Fraga; Gisele L. Pappa (GECCO, 2021)

Automatic Drone Identification Through Rhythm-based Features for the Internet of Drones. - Alisson Renan Svaigen; Lailla M. S. Bine; Gisele L. Pappa; Linnyer Beatrys Ruiz; Antonio A. F. Loureiro (ICTAI, 2021)

Deep Thompson Sampling for Length of Stay Prediction. - Anísio Lacerda; Gisele L. Pappa (IJCNN, 2021)

Neural Architecture Search for Resource-Constrained Internet of Things Devices. - Isadora Cardoso-Pereira; Gisele Lobo Pappa; Heitor S. Ramos (ISCC, 2021)

An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. - Márcio P. Basgalupp; Rodrigo C. Barros; Alex Guimarães Cardoso de Sá; Gisele L. Pappa; Rafael Gomes Mantovani; André C. P. L. F. de Carvalho; Alex Alves Freitas (Evol. Intell., 2021)

Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning. - Joao Francisco B. S. Martins; Erickson R. Nascimento; Bruno Ramos Nascimento; Craig A. Sable; Andrea Z. Beaton; Antônio L. P. Ribeiro; Wagner Meira Jr.; Gisele L. Pappa (J. Am. Medical Informatics Assoc., 2021)

Multi-region symbolic regression: combining functions under a multi-objective approach. - Felipe Casadei; Gisele L. Pappa (Nat. Comput., 2021)

An Instance Space Analysis of Regression Problems. - Mario Andrés Muñoz; Tao Yan; Matheus R. Leal; Kate Smith-Miles; Ana Carolina Lorena; Gisele L. Pappa; Rômulo Madureira Rodrigues (ACM Trans. Knowl. Discov. Data, 2021)

Analysis of Neutrality of AutoML Search Spaces with Local Optima Networks. - Matheus Cândido Teixeira; Gisele Lobo Pappa (BRACIS (1), 2022)

Understanding AutoML search spaces with local optima networks. - Matheus Cândido Teixeira; Gisele L. Pappa (GECCO, 2022)

Evolving Node Embeddings for Dynamic Exploration of Network Topologies. - Karen Braga Enes; Matheus Nunes; Fabricio Murai; Gisele L. Pappa (IBERAMIA, 2022)

Ferramentas open-source de qualidade de dados para licitações públicas: Uma análise comparativa. - Gabriel P. Oliveira; Arthur P. G. Reis; Bárbara M. A. Mendes; Clara A. Bacha; Lucas G. L. Costa; Gabriel L. Canguçu; Mariana O. Silva; Victor Caetano; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (SBBD, 2022)

Detecting Inconsistencies in Public Bids: An Automated and Data-based Approach. - Gabriel P. Oliveira; Arthur P. G. Reis; Felipe A. N. Freitas; Lucas G. L. Costa; Mariana O. Silva; Pedro Paulo Valadares Brum; Samuel E. L. Oliveira; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (WebMedia, 2022)

Probabilistic topic modeling for short text based on word embedding networks. - Marcelo Pita; Matheus Nunes; Gisele L. Pappa (Appl. Intell., 2022)

Counterfactual inference with latent variable and its application in mental health care. - Guilherme F. Marchezini; Anísio M. Lacerda; Gisele L. Pappa; Wagner Meira Jr.; Débora M. Miranda; Marco Aurélio Romano-Silva; Danielle S. Costa; Leandro Malloy Diniz (Data Min. Knowl. Discov., 2022)

Metaheuristics "In the Large". - Jerry Swan; Steven Adriænsen; Alexander E. I. Brownlee; Kevin Hammond; Colin G. Johnson; Ahmed Kheiri; Faustyna Krawiec; Juan Julián Merelo; Leandro L. Minku; Ender Özcan; Gisele L. Pappa; Pablo García-Sánchez; et al. (Eur. J. Oper. Res., 2022)

Political polarization on Twitter during the COVID-19 pandemic: a case study in Brazil. - Pedro Paulo Valadares Brum; Matheus Cândido Teixeira; Renato Vimieiro; Eric Araújo 001; Wagner Meira Jr.; Gisele Lobo Pappa (Soc. Netw. Anal. Min., 2022)

Explainable Regression Via Prototypes. - Renato Miranda Filho; Anísio M. Lacerda; Gisele L. Pappa (ACM Trans. Evol. Learn. Optim., 2022)

Hybrid Multilevel Explanation: A New Approach for Explaining Regression Models. - Renato Miranda Filho; Gisele L. Pappa (BRACIS (1), 2023)

Evaluating Contextualized Embeddings for Topic Modeling in Public Bidding Domain. - Henrique R. Hott; Mariana O. Silva; Gabriel P. Oliveira; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (BRACIS (3), 2023)

Fitness Landscape Analysis of TPOT Using Local Optima Network. - Matheus Cândido Teixeira; Gisele Lobo Pappa (BRACIS (3), 2023)

On the Effect of Solution Representation and Neighborhood Definition in AutoML Fitness Landscapes. - Matheus Cândido Teixeira; Gisele L. Pappa (EvoCOP, 2023)

Symbolic Regression Trees as Embedded Representations. - Victor Caetano; Matheus Cândido Teixeira; Gisele Lobo Pappa (GECCO, 2023)

Algorithmic Recourse in Mental Healthcare. - Anísio Lacerda; Claudio Almeida; Leonardo Augusto Ferreira; Adriano C. M. Pereira; Gisele L. Pappa; Wagner Meira Jr.; Débora M. Miranda; Marco Aurélio Romano-Silva; Leandro Malloy Diniz (IJCNN, 2023)

Impacto do Pré-processamento e Representação Textual na Classificação de Documentos de Licitações. - Michele A. Brandão; Mariana O. Silva; Gabriel P. Oliveira; Henrique R. Hott; Anísio M. Lacerda; Gisele L. Pappa (SBBD, 2023)

Mineração de Dados sobre Despesas Públicas de Municípios Mineiros para Gerar Alertas de Fraudes. - Larissa D. Gomide; Guilherme Bezerra dos Santos; Lucas G. L. Costa; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (SBBD, 2023)

Impacto de Doações Eleitorais no Faturamento de Empresas: Um Estudo nas Eleições Municipais em Minas Gerais. - Bárbara M. A. Mendes; Camila Santana Braz; Lucas G. L. Costa; Gabriel P. Oliveira; Henrique R. Hott; Mariana O. Silva; Gisele L. Pappa (SBBD, 2023)

Identificação de licitações suspeitas de fraude por meio de trilhas de auditagem. - Lucas G. L. Costa; Clara A. Bacha; Gabriel P. Oliveira; Mariana O. Silva; Matheus Cândido Teixeira; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (Braz. J. Inf. Syst., 2023)

Assessing Data Quality Inconsistencies in Brazilian Governmental Data. - Gabriel P. Oliveira; Bárbara M. A. Mendes; Clara A. Bacha; Lucas G. L. Costa; Larissa D. Gomide; Mariana O. Silva; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (J. Inf. Data Manag., 2023)

Embedding Representations for AutoML Pipelines. - Camila Santana Braz; Matheus Cândido Teixeira; Gisele Lobo Pappa (BRACIS (1), 2024)

GovBERT-BR: A BERT-Based Language Model for Brazilian Portuguese Governmental Data. - Mariana O. Silva; Gabriel P. Oliveira; Lucas G. L. Costa; Gisele L. Pappa (BRACIS (2), 2024)

Unsupervised Grouping of Public Procurement Similar Items: Which Text Representation Should I Use? - Pedro Paulo Valadares Brum; Mariana O. Silva; Gabriel P. Oliveira; Lucas G. L. Costa; Anísio Lacerda; Gisele L. Pappa (LREC/COLING, 2024)

Evaluating Domain-adapted Language Models for Governmental Text Classification Tasks in Portuguese. - Mariana O. Silva; Gabriel P. Oliveira; Lucas G. L. Costa; Gisele L. Pappa (SBBD, 2024)

Temporally-aware node embeddings for evolving networks topologies. - Karen Braga Enes; Matheus Nunes; Fabricio Murai; Gisele L. Pappa (AI Commun., 2024)

Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies. - Camila Santana Braz; Marco Túlio Dutra; Gabriel P. Oliveira; Lucas G. L. Costa; Mariana O. Silva; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (J. Interact. Syst., 2024)

Overpricing Analysis in Brazilian Public Bidding Items. - Mariana O. Silva; Lucas G. L. Costa; Larissa D. Gomide; Guilherme Bezerra dos Santos; Gabriel P. Oliveira; Michele A. Brandão; Anísio Lacerda; Gisele L. Pappa (J. Interact. Syst., 2024)

PLUS: A Semi-automated Pipeline for Fraud Detection in Public Bids. - Michele A. Brandão; Arthur P. G. Reis; Bárbara M. A. Mendes; Clara A. Bacha; Gabriel P. Oliveira; Henrique R. Hott; Larissa D. Gomide; Lucas G. L. Costa; Mariana O. Silva; Anísio M. Lacerda; Gisele L. Pappa (Digit. Gov. Res. Pract., 2024)

Introduction to special issue on highlights of genetic programming 2022 events. - Domagoj Jakobovic; Eric Medvet; Gisele L. Pappa; Leonardo Trujillo (Genet. Program. Evolvable Mach., 2024)

Evolutionary Bias Identification with Embeddings. - Arthur Buzelin; Yan Aquino; Victoria Estanislau; Pedro Bento; Lucas Dayrell; Samira Malaquias; Caio Santana; Guilherme H. G. Evangelista; Caio Souza Grossi; Pedro B. Rigueira; Luisa G. Porfírio; Marcelo Sartori Locatelli; et al. (EvoApplications (2), 2025)

Transformers as Surrogate Models for Genetic Programming in AutoML Tasks. - Matheus Cândido Teixeira; Gisele Lobo Pappa (GECCO, 2025)

Fraud Alerts in Public Health Based on Audit Trails. - Marco Túlio Dutra; Lucas G. L. Costa; Gabriel P. Oliveira; Mariana O. Silva; Gisele L. Pappa (J. Interact. Syst., 2025)

Discord Unveiled: A Comprehensive Dataset of Public Communication (2015-2024). - Yan Aquino; Pedro Bento; Arthur Buzelin; Lucas Dayrell; Samira Malaquias; Caio Santana; Victoria Estanislau; Pedro Dutenhefner; Guilherme H. G. Evangelista; Luisa G. Porfírio; Caio Souza Grossi; Pedro B. Rigueira; et al. (CoRR, 2025)

A CNN-based Local-Global Self-Attention via Averaged Window Embeddings for Hierarchical ECG Analysis. - Arthur Buzelin; Pedro Robles Dutenhefner; Turi Rezende; Luisa G. Porfírio; Pedro Bento; Yan Aquino; Jose Fernandes; Caio Santana; Gabriela Miana; Gisele L. Pappa; Antônio L. P. Ribeiro; Wagner Meira Jr. (CoRR, 2025)

Editorial introduction for the special issue on highlights of genetic programming 2023 events. - Gisele L. Pappa; Mario Giacobini; Ting Hu 001; Domagoj Jakobovic (Genet. Program. Evolvable Mach., 2025)