Gisele L. Pappa

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 78

Top Venues

Publications

Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
Temporally-aware node embeddings for evolving networks topologies. AI Commun. 37 (3) (2024)
Michele A. Brandão, Arthur P. G. Reis, Bárbara M. A. Mendes, Clara A. Bacha, Gabriel P. Oliveira, Henrique R. Hott, Larissa D. Gomide, Lucas L. Costa, Mariana O. Silva, Anísio M. Lacerda, Gisele L. Pappa
PLUS: A Semi-automated Pipeline for Fraud Detection in Public Bids. Digit. Gov. Res. Pract. 5 (1) (2024)
Domagoj Jakobovic, Eric Medvet, Gisele L. Pappa, Leonardo Trujillo
Introduction to special issue on highlights of genetic programming 2022 events. Genet. Program. Evolvable Mach. 25 (1) (2024)
Pedro Paulo Valadares Brum, Mariana O. Silva, Gabriel P. Oliveira, Lucas G. L. Costa, Anísio Lacerda, Gisele L. Pappa
Unsupervised Grouping of Public Procurement Similar Items: Which Text Representation Should I Use? LREC/COLING (2024)
Camila S. Braz, Marco Túlio Dutra, Gabriel P. Oliveira, Lucas L. Costa, Mariana O. Silva, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies. J. Interact. Syst. 15 (1) (2024)
Mariana O. Silva, Lucas L. Costa, Larissa D. Gomide, Guilherme Bezerra dos Santos, Gabriel P. Oliveira, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
Overpricing Analysis in Brazilian Public Bidding Items. J. Interact. Syst. 15 (1) (2024)
Renato Miranda Filho, Gisele L. Pappa
Hybrid Multilevel Explanation: A New Approach for Explaining Regression Models. BRACIS (1) (2023)
Henrique R. Hott, Mariana O. Silva, Gabriel P. Oliveira, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
Evaluating Contextualized Embeddings for Topic Modeling in Public Bidding Domain. BRACIS (3) (2023)
Michele A. Brandão, Mariana O. Silva, Gabriel P. Oliveira, Henrique R. Hott, Anísio M. Lacerda, Gisele L. Pappa
Impacto do Pré-processamento e Representação Textual na Classificação de Documentos de Licitações. SBBD (2023)
Matheus Cândido Teixeira, Gisele L. Pappa
On the Effect of Solution Representation and Neighborhood Definition in AutoML Fitness Landscapes. EvoCOP (2023)
Gabriel P. Oliveira, Bárbara M. A. Mendes, Clara A. Bacha, Lucas L. Costa, Larissa D. Gomide, Mariana O. Silva, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
Assessing Data Quality Inconsistencies in Brazilian Governmental Data. J. Inf. Data Manag. 14 (1) (2023)
Larissa D. Gomide, Guilherme Bezerra dos Santos, Lucas L. Costa, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
Mineração de Dados sobre Despesas Públicas de Municípios Mineiros para Gerar Alertas de Fraudes. SBBD (2023)
Bárbara M. A. Mendes, Camila Santana Braz, Lucas L. Costa, Gabriel P. Oliveira, Henrique R. Hott, Mariana O. Silva, Gisele L. Pappa
Impacto de Doações Eleitorais no Faturamento de Empresas: Um Estudo nas Eleições Municipais em Minas Gerais. SBBD (2023)
Anísio Lacerda, Claudio Almeida, André C. P. L. F. de Carvalho, Adriano C. M. Pereira, Gisele L. Pappa, Wagner Meira Jr., Débora M. Miranda, Marco A. Romano-Silva, Leandro Malloy Diniz
Algorithmic Recourse in Mental Healthcare. IJCNN (2023)
Guilherme F. Marchezini, Anísio M. Lacerda, Gisele L. Pappa, Wagner Meira Jr., Débora M. Miranda, Marco A. Romano-Silva, Danielle S. Costa, Leandro Malloy Diniz
Counterfactual inference with latent variable and its application in mental health care. Data Min. Knowl. Discov. 36 (2) (2022)
Matheus Cândido Teixeira, Gisele L. Pappa
Understanding AutoML search spaces with local optima networks. GECCO (2022)
Marcelo Pita, Matheus Nunes, Gisele L. Pappa
Probabilistic topic modeling for short text based on word embedding networks. Appl. Intell. 52 (15) (2022)
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, Kenneth Sörensen, Stefan Voß, Markus Wagner, David R. White
Metaheuristics "In the Large". Eur. J. Oper. Res. 297 (2) (2022)
Gabriel P. Oliveira, Arthur P. G. Reis, Bárbara M. A. Mendes, Clara A. Bacha, Lucas L. Costa, Gabriel L. Canguçu, Mariana O. Silva, Victor Caetano, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
Ferramentas open-source de qualidade de dados para licitações públicas: Uma análise comparativa. SBBD (2022)
Renato Miranda Filho, Anísio M. Lacerda, Gisele L. Pappa
Explainable Regression Via Prototypes. ACM Trans. Evol. Learn. Optim. 2 (4) (2022)
Gabriel P. Oliveira, Arthur P. G. Reis, Felipe A. N. Freitas, Lucas L. Costa, Mariana O. Silva, Pedro Paulo Valadares Brum, Samuel E. L. Oliveira, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
Detecting Inconsistencies in Public Bids: An Automated and Data-based Approach. WebMedia (2022)
Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
Evolving Node Embeddings for Dynamic Exploration of Network Topologies. IBERAMIA (2022)
Felipe Casadei, Gisele L. Pappa
Multi-region symbolic regression: combining functions under a multi-objective approach. Nat. Comput. 20 (4) (2021)
Alisson Renan Svaigen, Lailla M. Siqueira Bine, Gisele L. Pappa, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro
Automatic Drone Identification Through Rhythm-based Features for the Internet of Drones. ICTAI (2021)
Mario Andrés Muñoz, Tao Yan, Matheus R. Leal, Kate Smith-Miles, Ana Carolina Lorena, Gisele L. Pappa, Rômulo Madureira Rodrigues
An Instance Space Analysis of Regression Problems. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
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
Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Matheus Nunes, Paulo M. Fraga, Gisele L. Pappa
Fitness landscape analysis of graph neural network architecture search spaces. GECCO (2021)
Anísio Lacerda, Gisele L. Pappa
Deep Thompson Sampling for Length of Stay Prediction. IJCNN (2021)
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
An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. Evol. Intell. 14 (4) (2021)
Matheus Nunes, Gisele L. Pappa
Neural Architecture Search in Graph Neural Networks. CoRR (2020)
Alex Guimarães Cardoso de Sá, Cristiano Guimarães Pimenta, Gisele L. Pappa, Alex Alves Freitas
A Robust Experimental Evaluation of Automated Multi-Label Classification Methods. CoRR (2020)
Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Luiz Merschmanm, Gisele L. Pappa
Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis. ACM Trans. Intell. Syst. Technol. 11 (2) (2020)
Milo N. R. Utsch, Gisele L. Pappa, Luiz Chaimowicz, Raquel O. Prates
A new non-deterministic drama manager for adaptive interactive storytelling. Entertain. Comput. 34 (2020)
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, Stefan Voß, Markus Wagner, David Robert White
Towards Metaheuristics "In the Large". CoRR (2020)
Roberta Coeli Neves Moreira, Pedro O. S. Vaz de Melo, Gisele L. Pappa
Elite versus mass polarization on the Brazilian impeachment proceedings of 2016. Soc. Netw. Anal. Min. 10 (1) (2020)
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
An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version). CoRR (2020)
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Gisele L. Pappa
Instance Selection for Geometric Semantic Genetic Programming. CEC (2020)
Cristiano Guimarães Pimenta, Alex Guimarães Cardoso de Sá, Gabriela Ochoa, Gisele L. Pappa
Fitness Landscape Analysis of Automated Machine Learning Search Spaces. EvoCOP (2020)
Renato Miranda Filho, Anísio Lacerda, Gisele L. Pappa
Explaining Symbolic Regression Predictions. CEC (2020)
Matheus Nunes, Gisele L. Pappa
Neural Architecture Search in Graph Neural Networks. BRACIS (2020)
Felipe Casadei, Joao Francisco B. S. Martins, Gisele L. Pappa
A Multi-objective Approach for Symbolic Regression with Semantic Genetic Programming. BRACIS (2019)
Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Gisele L. Pappa
Multi-objective Evolutionary Rank Aggregation for Recommender Systems. CEC (2018)
Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa
Multi-label classification search space in the MEKA software. CoRR (2018)
Marcelo Pita, Gisele L. Pappa
Strategies for Short Text Representation in the Word Vector Space. BRACIS (2018)
Alex Guimarães Cardoso de Sá, Adriano C. M. Pereira, Gisele L. Pappa
A customized classification algorithm for credit card fraud detection. Eng. Appl. Artif. Intell. 72 (2018)
Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
Selective harvesting over networks. Data Min. Knowl. Discov. 32 (1) (2018)
Samuel E. L. Oliveira, Pedro Paulo Valadares Brum, Anísio Lacerda, Gisele L. Pappa
Exploiting Multiple Recommenders to Improve Group Recommendation. BRACIS (2018)
Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming. CoRR (2018)
Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
Solving the exponential growth of symbolic regression trees in geometric semantic genetic programming. GECCO (2018)
Sílvio S. Ribeiro Jr., Gisele L. Pappa
Strategies for combining Twitter users geo-location methods. GeoInformatica 22 (3) (2018)
Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa
Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming. PPSN (2) (2018)
Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Luis Fernando Miranda, Gisele L. Pappa
Analysing symbolic regression benchmarks under a meta-learning approach. GECCO (Companion) (2018)
Marco A. Ribeiro, Iago A. Carvalho, Jeferson F. Chaves, Gisele L. Pappa, Omar P. Vilela Neto
Improving Energy Efficiency of Field-Coupled Nanocomputing Circuits by Evolutionary Synthesis. CEC (2018)
Julio Albinati, Wagner Meira Jr., Gisele L. Pappa, Andrew Gordon Wilson
Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue Fever. BRACIS (2017)
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
How Noisy Data Affects Geometric Semantic Genetic Programming. CoRR (2017)
Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Alex Alves Freitas
Towards a method for automatically selecting and configuring multi-label classification algorithms. GECCO (Companion) (2017)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, Gisele L. Pappa
H3AD: A hybrid hyper-heuristic for algorithm design. Inf. Sci. 414 (2017)
Julio Albinati, Wagner Meira Jr., Gisele L. Pappa, Mauro Teixeira, Cecilia Marques-Toledo
Enhancement of Epidemiological Models for Dengue Fever Based on Twitter Data. CoRR (2017)
Julio Albinati, Wagner Meira Jr., Gisele L. Pappa, Mauro Teixeira, Cecilia Marques-Toledo
Enhancement of Epidemiological Models for Dengue Fever Based on Twitter Data. DH (2017)
Alex Guimarães Cardoso de Sá, Walter José G. S. Pinto, Luiz Otávio Vilas Boas Oliveira, Gisele L. Pappa
RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. EuroGP (2017)
Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
Selective Harvesting over Networks. CoRR (2017)
Paulo Viana Bicalho, Marcelo Pita, Gabriel Pedrosa, Anísio Lacerda, Gisele L. Pappa
A general framework to expand short text for topic modeling. Inf. Sci. 393 (2017)
Tiago Oliveira Cunha, Ingmar Weber, Gisele L. Pappa
A Warm Welcome Matters!: The Link Between Social Feedback and Weight Loss in /r/loseit. WWW (Companion Volume) (2017)
Luiz Otávio Vilas Boas Oliveira, Felipe Casadei, Gisele L. Pappa
Strategies for Improving the Distribution of Random Function Outputs in GSGP. EuroGP (2017)
Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
How noisy data affects geometric semantic genetic programming. GECCO (2017)
João P. A. Moraes, Gisele L. Pappa, Douglas E. V. Pires, Sandro C. Izidoro
GASS-WEB: a web server for identifying enzyme active sites based on genetic algorithms. Nucleic Acids Res. 45 (Webserver-Issue) (2017)
Tiago Oliveira Cunha, Ingmar Weber, Gisele L. Pappa
A Warm Welcome Matters! The Link Between Social Feedback and Weight Loss in /r/loseit. CoRR (2017)
Gabriel Pedrosa, Marcelo Pita, Paulo Viana Bicalho, Anísio Lacerda, Gisele L. Pappa
Topic Modeling for Short Texts with Co-occurrence Frequency-Based Expansion. BRACIS (2016)
Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero, Ricardo H. C. Takahashi
Reducing Dimensionality to Improve Search in Semantic Genetic Programming. PPSN (2016)
Tiago Oliveira Cunha, Ingmar Weber, Hamed Haddadi, Gisele L. Pappa
The Effect of Social Feedback in a Reddit Weight Loss Community. Digital Health (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis Fernando Miranda, Gisele L. Pappa
Revisiting the Sequential Symbolic Regression Genetic Programming. BRACIS (2016)
Erica C. Rodrigues, Renato M. Assunção, Gisele L. Pappa, Diogo Rennó, Wagner Meira Jr.
Exploring multiple evidence to infer users' location in Twitter. Neurocomputing 171 (2016)
Julio Albinati, Wagner Meira Jr., Gisele L. Pappa
An Accurate Gaussian Process-Based Early Warning System for Dengue Fever. BRACIS (2016)
Tiago Oliveira Cunha, Ingmar Weber, Hamed Haddadi, Gisele L. Pappa
The Effect of Social Feedback in a Reddit Weight Loss Community. CoRR (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
A Dispersion Operator for Geometric Semantic Genetic Programming. GECCO (2016)
Gianlucca L. Zuin, Yuri P. A. Macedo, Luiz Chaimowicz, Gisele L. Pappa
Discovering Combos in Fighting Games with Evolutionary Algorithms. GECCO (2016)
Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Gisele L. Pappa
Evolutionary rank aggregation for recommender systems. CEC (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
A Generic Framework for Building Dispersion Operators in the Semantic Space. GPTP (2016)
Julio Albinati, Samuel E. L. Oliveira, Fernando E. B. Otero, Gisele L. Pappa
An ant colony-based semi-supervised approach for learning classification rules. Swarm Intell. 9 (4) (2015)
Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio Vilas Boas Oliveira
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. EuroGP (2015)
Derick M. de Oliveira, Roberto C. S. N. P. Souza, Denise E. F. de Brito, Wagner Meira Jr., Gisele L. Pappa
Uma Estratégia não Supervisionada para Previsão de Eventos usando Redes Sociais. SBBD (2015)
Sandro C. Izidoro, Raquel Cardoso de Melo Minardi, Gisele L. Pappa
GASS: identifying enzyme active sites with genetic algorithms. Bioinform. 31 (6) (2015)
Sandro C. Izidoro, Anísio M. Lacerda, Gisele L. Pappa
MeGASS: Multi-Objective Genetic Active Site Search. GECCO (Companion) (2015)
Ricardo Cerri, Gisele L. Pappa, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures. Comput. Intell. 31 (1) (2015)
Renato Miranda Filho, Jussara M. Almeida, Gisele L. Pappa
Twitter Population Sample Bias and its impact on predictive outcomes: a case study on elections. ASONAM (2015)
Renato Miranda Filho, Guilherme R. Borges, Jussara M. Almeida, Gisele L. Pappa
Inferring User Social Class in Online Social Networks. SNAKDD (2014)
Alex Guimarães Cardoso de Sá, Gisele L. Pappa
A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiers. IBERAMIA (2014)
Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Adriano César Machado Pereira
Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions. WebMedia (2014)
Gisele L. Pappa, Gabriela Ochoa, Matthew R. Hyde, Alex Alves Freitas, John R. Woodward, Jerry Swan
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms. Genet. Program. Evolvable Mach. 15 (1) (2014)
Roberto C. S. N. P. Souza, Denise E. F. de Brito, Rodrigo L. Cardoso, Derick M. de Oliveira, Wagner Meira Jr., Gisele L. Pappa
An Evolutionary Methodology for Handling Data Scarcity and Noise in Monitoring Real Events from Social Media Data. IBERAMIA (2014)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa, Julio Albinati
Sequential Symbolic Regression with Genetic Programming. GPTP (2014)
Adolfo P. Guimarães, Thales F. Costa, Anísio Lacerda, Gisele L. Pappa, Nivio Ziviani
GUARD: A Genetic Unified Approach for Recommendation. J. Inf. Data Manag. 4 (3) (2013)
Erica C. Rodrigues, Renato M. Assunção, Gisele L. Pappa, Renato Miranda, Wagner Meira Jr.
Uncovering the Location of Twitter Users. BRACIS (2013)
Alexandre W. C. Faria, David Menotti, Gisele L. Pappa, Daniel S. D. Lara, Arnaldo de Albuquerque Araújo
A methodology for photometric validation in vehicles visual interactive systems. Expert Syst. Appl. 39 (4) (2012)
Evellyn S. Cavalcante, André L. L. de Aquino, Gisele L. Pappa, Antonio Alfredo Ferreira Loureiro
Roadside unit deployment for information dissemination in a VANET: an evolutionary approach. GECCO (Companion) (2012)
Marlos C. Machado, Gisele L. Pappa, Luiz Chaimowicz
A binary classification approach for automatic preference modeling of virtual agents in Civilization IV. CIG (2012)
Maria I. M. Sumbana, Allan J. C. Silva, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa
Seleção de Atributos Utilizando Algoritmos Genéticos para Detecção do Vandalismo na Wikipedia. SBBD (Short Papers) (2012)
Sílvio S. Ribeiro Jr., Clodoveu A. Davis Jr., Diogo Rennó Rocha de Oliveira, Wagner Meira Jr., Tatiana S. Gonçalves, Gisele L. Pappa
Traffic observatory: a system to detect and locate traffic events and conditions using Twitter. LBSN@GIS (2012)
Tiago Oliveira Cunha, Flávio G. H. de Souza, Arnaldo de Albuquerque Araújo, Gisele L. Pappa
Rushes video summarization based on spatio-temporal features. SAC (2012)
Sílvio S. Ribeiro Jr., Diogo Rennó, Tatiana S. Gonçalves, Clodoveu A. Davis Jr., Wagner Meira Jr., Gisele L. Pappa
Observatório do Trânsito: sistema para detecção e localização de eventos de trânsito no Twitter. SBBD (Short Papers) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gisele L. Pappa