Gisele L. Pappa

148 papers A* 2A 9B 23Misc 2Journal 55Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A hybrid hierarchical transformer model for ECG classification and age prediction. Comput. Biol. Medicine Pedro Dutenhefner, Turi Rezende, José Geraldo Fernandes, Diogo Tuler, Gabriela M. M. Paixão, Gisele L. Pappa, Antônio L. P. Ribeiro, Wagner Meira Jr.
2026	J	`jnl`	POLAR:A Per-User Association Test in Embedding Space. CoRR Pedro Bento, Arthur Buzelin, Arthur Chagas, Yan Aquino, Victoria Estanislau, Samira Malaquias, Pedro Robles Dutenhefner, Gisele L. Pappa, Virgílio A. F. Almeida, Wagner Meira Jr.
2025	—	`conf`	A CNN-Based Local-Global Self-attention via Averaged Window Embeddings for Hierarchical ECG Analysis. ECML/PKDD (3) Arthur Buzelin, Pedro 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.
2025	J	`jnl`	A CNN-based Local-Global Self-Attention via Averaged Window Embeddings for Hierarchical ECG Analysis. CoRR 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.
2025	J	`jnl`	Discord Unveiled: A Comprehensive Dataset of Public Communication (2015-2024). CoRR 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, Virgílio A. F. Almeida, Gisele L. Pappa, Wagner Meira Jr.
2025	J	`jnl`	Editorial introduction for the special issue on highlights of genetic programming 2023 events. Genet. Program. Evolvable Mach. Gisele L. Pappa, Mario Giacobini, Ting Hu, Domagoj Jakobovic
2025	A*	`conf`	Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions. IJCAI Anísio Lacerda, Gisele L. Pappa, Adriano César Machado Pereira, Wagner Meira Jr., Alexandre Guimarães de Almeida Barros
2025	—	`conf`	Evolutionary Bias Identification with Embeddings. EvoApplications (2) 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, Wagner Meira Jr., Gisele L. Pappa
2025	J	`jnl`	Fraud Alerts in Public Health Based on Audit Trails. J. Interact. Syst. Marco Túlio Dutra, Lucas G. L. Costa, Gabriel P. Oliveira, Mariana O. Silva, Gisele L. Pappa
2025	—	`conf`	Interpreting Machine Learning Pipelines Produced by Evolutionary AutoML for Biochemical Property Prediction. GECCO Companion Alex G. C. de Sá, Gisele L. Pappa, Alex Alves Freitas, David B. Ascher
2025	—	`conf`	TRIDENT: Tabular Representation Inference with Dedicated Embeddings for Null Tokens. BRACIS (2) Pedro B. Rigueira, Victoria F. Mello, Guilherme H. G. Evangelista, Caio Souza Grossi, Giovana A. M. Machado, Pedro Dutenhefner, Wagner Meira Jr., Gisele L. Pappa
2025	J	`jnl`	Transferring Clinical Knowledge into ECGs Representation. CoRR José Geraldo Fernandes, Luiz Facury de Souza, Pedro Robles Dutenhefner, Gisele L. Pappa, Wagner Meira Jr.
2024	—	`conf`	A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese. STIL Arthur Buzelin, Yan Aquino, Pedro Bento, Samira Malaquias, Wagner Meira Jr., Gisele L. Pappa
2024	—	`conf`	Evaluating Domain-adapted Language Models for Governmental Text Classification Tasks in Portuguese. SBBD Mariana O. Silva, Gabriel P. Oliveira, Lucas G. L. Costa, Gisele L. Pappa
2024	J	`jnl`	Exploring Irregularities in Brazilian Public Bids: An In-depth Analysis on Small Companies. J. Interact. Syst. Camila Santana Braz, Marco Túlio Dutra, Gabriel P. Oliveira, Lucas G. L. Costa, Mariana O. Silva, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
2024	—	`conf`	GovBERT-BR: A BERT-Based Language Model for Brazilian Portuguese Governmental Data. BRACIS (2) Mariana O. Silva, Gabriel P. Oliveira, Lucas G. L. Costa, Gisele L. Pappa
2024	J	`jnl`	Introduction to special issue on highlights of genetic programming 2022 events. Genet. Program. Evolvable Mach. Domagoj Jakobovic, Eric Medvet, Gisele L. Pappa, Leonardo Trujillo
2024	J	`jnl`	Overpricing Analysis in Brazilian Public Bidding Items. J. Interact. Syst. 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
2024	J	`jnl`	PLUS: A Semi-automated Pipeline for Fraud Detection in Public Bids. Digit. Gov. Res. Pract. 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
2024	J	`jnl`	Temporally-aware node embeddings for evolving networks topologies. AI Commun. Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
2024	—	`conf`	Unsupervised Grouping of Public Procurement Similar Items: Which Text Representation Should I Use? LREC/COLING Pedro Paulo Valadares Brum, Mariana O. Silva, Gabriel P. Oliveira, Lucas G. L. Costa, Anísio Lacerda, Gisele L. Pappa
2023	B	`conf`	Algorithmic Recourse in Mental Healthcare. IJCNN 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
2023	J	`jnl`	Assessing Data Quality Inconsistencies in Brazilian Governmental Data. J. Inf. Data Manag. 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
2023	—	`conf`	Evaluating Contextualized Embeddings for Topic Modeling in Public Bidding Domain. BRACIS (3) Henrique R. Hott, Mariana O. Silva, Gabriel P. Oliveira, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
2023	B	`ed.`	Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings EuroGP Gisele L. Pappa, Mario Giacobini, Zdenek Vasícek
2023	—	`conf`	Hybrid Multilevel Explanation: A New Approach for Explaining Regression Models. BRACIS (1) Renato Miranda Filho, Gisele L. Pappa
2023	J	`jnl`	Identificação de licitações suspeitas de fraude por meio de trilhas de auditagem. Braz. J. Inf. Syst. Lucas G. L. Costa, Clara A. Bacha, Gabriel P. Oliveira, Mariana O. Silva, Matheus Cândido Teixeira, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
2023	—	`conf`	Impacto de Doações Eleitorais no Faturamento de Empresas: Um Estudo nas Eleições Municipais em Minas Gerais. SBBD Bárbara M. A. Mendes, Camila Santana Braz, Lucas G. L. Costa, Gabriel P. Oliveira, Henrique R. Hott, Mariana O. Silva, Gisele L. Pappa
2023	—	`conf`	Impacto do Pré-processamento e Representação Textual na Classificação de Documentos de Licitações. SBBD Michele A. Brandão, Mariana O. Silva, Gabriel P. Oliveira, Henrique R. Hott, Anísio M. Lacerda, Gisele L. Pappa
2023	—	`conf`	Mineração de Dados sobre Despesas Públicas de Municípios Mineiros para Gerar Alertas de Fraudes. SBBD Larissa D. Gomide, Guilherme Bezerra dos Santos, Lucas G. L. Costa, Michele A. Brandão, Anísio Lacerda, Gisele L. Pappa
2023	B	`conf`	On the Effect of Solution Representation and Neighborhood Definition in AutoML Fitness Landscapes. EvoCOP Matheus Cândido Teixeira, Gisele L. Pappa
2022	J	`jnl`	Counterfactual inference with latent variable and its application in mental health care. Data Min. Knowl. Discov. 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
2022	—	`conf`	Detecting Inconsistencies in Public Bids: An Automated and Data-based Approach. WebMedia 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
2022	—	`conf`	Evolving Node Embeddings for Dynamic Exploration of Network Topologies. IBERAMIA Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa
2022	J	`jnl`	Explainable Regression Via Prototypes. ACM Trans. Evol. Learn. Optim. Renato Miranda Filho, Anísio M. Lacerda, Gisele L. Pappa
2022	—	`conf`	Ferramentas open-source de qualidade de dados para licitações públicas: Uma análise comparativa. SBBD 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
2022	B	`ed.`	Genetic Programming - 25th European Conference, EuroGP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings EuroGP Eric Medvet, Gisele L. Pappa, Bing Xue
2022	J	`jnl`	Metaheuristics "In the Large". Eur. J. Oper. Res. 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
2022	J	`jnl`	Probabilistic topic modeling for short text based on word embedding networks. Appl. Intell. Marcelo Pita, Matheus Nunes, Gisele L. Pappa
2022	A	`conf`	Understanding AutoML search spaces with local optima networks. GECCO Matheus Cândido Teixeira, Gisele L. Pappa
2021	J	`jnl`	An Instance Space Analysis of Regression Problems. ACM Trans. Knowl. Discov. Data Mario Andrés Muñoz, Tao Yan, Matheus R. Leal, Kate Smith-Miles, Ana Carolina Lorena, Gisele L. Pappa, Rômulo Madureira Rodrigues
2021	J	`jnl`	An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. Evol. Intell. 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
2021	B	`conf`	Automatic Drone Identification Through Rhythm-based Features for the Internet of Drones. ICTAI Alisson Renan Svaigen, Lailla M. S. Bine, Gisele L. Pappa, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro
2021	B	`conf`	Deep Thompson Sampling for Length of Stay Prediction. IJCNN Anísio Lacerda, Gisele L. Pappa
2021	A	`conf`	Fitness landscape analysis of graph neural network architecture search spaces. GECCO Matheus Nunes, Paulo M. Fraga, Gisele L. Pappa
2021	J	`jnl`	Multi-region symbolic regression: combining functions under a multi-objective approach. Nat. Comput. Felipe Casadei, Gisele L. Pappa
2021	J	`jnl`	Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning. J. Am. Medical Informatics Assoc. 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
2020	J	`jnl`	A Robust Experimental Evaluation of Automated Multi-Label Classification Methods. CoRR Alex Guimarães Cardoso de Sá, Cristiano Guimarães Pimenta, Gisele L. Pappa, Alex Alves Freitas
2020	J	`jnl`	A new non-deterministic drama manager for adaptive interactive storytelling. Entertain. Comput. Milo N. R. Utsch, Gisele L. Pappa, Luiz Chaimowicz, Raquel O. Prates
2020	J	`jnl`	An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version). CoRR 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
2020	J	`jnl`	Elite versus mass polarization on the Brazilian impeachment proceedings of 2016. Soc. Netw. Anal. Min. Roberta Coeli Neves Moreira, Pedro O. S. Vaz de Melo, Gisele L. Pappa
2020	B	`conf`	Explaining Symbolic Regression Predictions. CEC Renato Miranda Filho, Anísio Lacerda, Gisele L. Pappa
2020	B	`conf`	Fitness Landscape Analysis of Automated Machine Learning Search Spaces. EvoCOP Cristiano Guimarães Pimenta, Alex Guimarães Cardoso de Sá, Gabriela Ochoa, Gisele L. Pappa
2020	B	`conf`	Instance Selection for Geometric Semantic Genetic Programming. CEC Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Gisele L. Pappa
2020	J	`jnl`	Is Rank Aggregation Effective in Recommender Systems? An Experimental Analysis. ACM Trans. Intell. Syst. Technol. Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Luiz H. C. Merschmann, Gisele L. Pappa
2020	—	`conf`	Neural Architecture Search in Graph Neural Networks. BRACIS Matheus Nunes, Gisele L. Pappa
2020	J	`jnl`	Neural Architecture Search in Graph Neural Networks. CoRR Matheus Nunes, Gisele L. Pappa
2020	J	`jnl`	Towards Metaheuristics "In the Large". CoRR 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
2019	—	`conf`	A Multi-objective Approach for Symbolic Regression with Semantic Genetic Programming. BRACIS Felipe Casadei, Joao Francisco B. S. Martins, Gisele L. Pappa
2018	J	`jnl`	A customized classification algorithm for credit card fraud detection. Eng. Appl. Artif. Intell. Alex Guimarães Cardoso de Sá, Adriano C. M. Pereira, Gisele L. Pappa
2018	—	`conf`	Analysing symbolic regression benchmarks under a meta-learning approach. GECCO (Companion) Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Luis Fernando Miranda, Gisele L. Pappa
2018	—	`conf`	Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming. PPSN (2) Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa
2018	—	`conf`	Exploiting Multiple Recommenders to Improve Group Recommendation. BRACIS Samuel E. L. Oliveira, Pedro Paulo Valadares Brum, Anísio Lacerda, Gisele L. Pappa
2018	B	`conf`	Improving Energy Efficiency of Field-Coupled Nanocomputing Circuits by Evolutionary Synthesis. CEC Marco A. Ribeiro, Iago A. Carvalho, Jeferson F. Chaves, Gisele L. Pappa, Omar P. Vilela Neto
2018	J	`jnl`	Multi-label classification search space in the MEKA software. CoRR Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa
2018	B	`conf`	Multi-objective Evolutionary Rank Aggregation for Recommender Systems. CEC Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Gisele L. Pappa
2018	J	`jnl`	Selective harvesting over networks. Data Min. Knowl. Discov. Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
2018	J	`jnl`	Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming. CoRR Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
2018	A	`conf`	Solving the exponential growth of symbolic regression trees in geometric semantic genetic programming. GECCO Joao Francisco B. S. Martins, Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Felipe Casadei, Gisele L. Pappa
2018	—	`conf`	Strategies for Short Text Representation in the Word Vector Space. BRACIS Marcelo Pita, Gisele L. Pappa
2018	J	`jnl`	Strategies for combining Twitter users geo-location methods. GeoInformatica Sílvio S. Ribeiro Jr., Gisele L. Pappa
2017	J	`jnl`	A Warm Welcome Matters! The Link Between Social Feedback and Weight Loss in /r/loseit. CoRR Tiago Oliveira Cunha, Ingmar Weber, Gisele L. Pappa
2017	—	`conf`	A Warm Welcome Matters!: The Link Between Social Feedback and Weight Loss in /r/loseit. WWW (Companion Volume) Tiago Oliveira Cunha, Ingmar Weber, Gisele L. Pappa
2017	J	`jnl`	A general framework to expand short text for topic modeling. Inf. Sci. Paulo Viana Bicalho, Marcelo Pita, Gabriel Pedrosa, Anísio Lacerda, Gisele L. Pappa
2017	—	`conf`	Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue Fever. BRACIS Julio Albinati, Wagner Meira Jr., Gisele L. Pappa, Andrew Gordon Wilson
2017	—	`conf`	Enhancement of Epidemiological Models for Dengue Fever Based on Twitter Data. DH Julio Albinati, Wagner Meira Jr., Gisele L. Pappa, Mauro Teixeira, Cecilia Marques-Toledo
2017	J	`jnl`	Enhancement of Epidemiological Models for Dengue Fever Based on Twitter Data. CoRR Julio Albinati, Wagner Meira Jr., Gisele L. Pappa, Mauro Teixeira, Cecilia Marques-Toledo
2017	J	`jnl`	GASS-WEB: a web server for identifying enzyme active sites based on genetic algorithms. Nucleic Acids Res. João P. A. Moraes, Gisele L. Pappa, Douglas E. V. Pires, Sandro C. Izidoro
2017	J	`jnl`	H3AD: A hybrid hyper-heuristic for algorithm design. Inf. Sci. Péricles B. C. Miranda, Ricardo B. C. Prudêncio, Gisele L. Pappa
2017	J	`jnl`	How Noisy Data Affects Geometric Semantic Genetic Programming. CoRR Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
2017	A	`conf`	How noisy data affects geometric semantic genetic programming. GECCO Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco B. S. Martins, Gisele L. Pappa
2017	B	`conf`	RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines. EuroGP Alex Guimarães Cardoso de Sá, Walter José G. S. Pinto, Luiz Otávio Vilas Boas Oliveira, Gisele L. Pappa
2017	J	`jnl`	Selective Harvesting over Networks. CoRR Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
2017	B	`conf`	Strategies for Improving the Distribution of Random Function Outputs in GSGP. EuroGP Luiz Otávio Vilas Boas Oliveira, Felipe Casadei, Gisele L. Pappa
2017	—	`conf`	Towards a method for automatically selecting and configuring multi-label classification algorithms. GECCO (Companion) Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Alex Alves Freitas
2016	A	`conf`	A Dispersion Operator for Geometric Semantic Genetic Programming. GECCO Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2016	—	`conf`	A Generic Framework for Building Dispersion Operators in the Semantic Space. GPTP Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2016	—	`conf`	An Accurate Gaussian Process-Based Early Warning System for Dengue Fever. BRACIS Julio Albinati, Wagner Meira Jr., Gisele L. Pappa
2016	A	`conf`	Discovering Combos in Fighting Games with Evolutionary Algorithms. GECCO Gianlucca L. Zuin, Yuri P. A. Macedo, Luiz Chaimowicz, Gisele L. Pappa
2016	B	`conf`	Evolutionary rank aggregation for recommender systems. CEC Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Gisele L. Pappa
2016	J	`jnl`	Exploring multiple evidence to infer users' location in Twitter. Neurocomputing Erica C. Rodrigues, Renato M. Assunção, Gisele L. Pappa, Diogo Rennó, Wagner Meira Jr.
2016	A	`conf`	Reducing Dimensionality to Improve Search in Semantic Genetic Programming. PPSN Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero, Ricardo H. C. Takahashi
2016	—	`conf`	Revisiting the Sequential Symbolic Regression Genetic Programming. BRACIS Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis Fernando Miranda, Gisele L. Pappa
2016	—	`conf`	The Effect of Social Feedback in a Reddit Weight Loss Community. Digital Health Tiago Oliveira Cunha, Ingmar Weber, Hamed Haddadi, Gisele L. Pappa
2016	J	`jnl`	The Effect of Social Feedback in a Reddit Weight Loss Community. CoRR Tiago Oliveira Cunha, Ingmar Weber, Hamed Haddadi, Gisele L. Pappa
2016	—	`conf`	Topic Modeling for Short Texts with Co-occurrence Frequency-Based Expansion. BRACIS Gabriel Pedrosa, Marcelo Pita, Paulo Viana Bicalho, Anísio Lacerda, Gisele L. Pappa
2015	J	`jnl`	An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures. Comput. Intell. Ricardo Cerri, Gisele L. Pappa, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2015	J	`jnl`	An ant colony-based semi-supervised approach for learning classification rules. Swarm Intell. Julio Albinati, Samuel E. L. Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2015	J	`jnl`	GASS: identifying enzyme active sites with genetic algorithms. Bioinform. Sandro C. Izidoro, Raquel Cardoso de Melo Minardi, Gisele L. Pappa
2015	—	`conf`	MeGASS: Multi-Objective Genetic Active Site Search. GECCO (Companion) Sandro C. Izidoro, Anísio M. Lacerda, Gisele L. Pappa
2015	B	`conf`	The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. EuroGP Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio Vilas Boas Oliveira
2015	B	`conf`	Twitter Population Sample Bias and its impact on predictive outcomes: a case study on elections. ASONAM Renato Miranda Filho, Jussara M. Almeida, Gisele L. Pappa
2015	—	`conf`	Uma Estratégia não Supervisionada para Previsão de Eventos usando Redes Sociais. SBBD Derick M. de Oliveira, Roberto C. S. N. P. Souza, Denise E. F. de Brito, Wagner Meira Jr., Gisele L. Pappa
2014	—	`conf`	A Hyper-Heuristic Evolutionary Algorithm for Learning Bayesian Network Classifiers. IBERAMIA Alex Guimarães Cardoso de Sá, Gisele L. Pappa
2014	—	`conf`	An Evolutionary Methodology for Handling Data Scarcity and Noise in Monitoring Real Events from Social Media Data. IBERAMIA Roberto C. S. N. P. Souza, Denise E. F. de Brito, Rodrigo L. Cardoso, Derick M. de Oliveira, Wagner Meira Jr., Gisele L. Pappa
2014	J	`jnl`	Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms. Genet. Program. Evolvable Mach. Gisele L. Pappa, Gabriela Ochoa, Matthew R. Hyde, Alex Alves Freitas, John R. Woodward, Jerry Swan
2014	—	`conf`	Generating Personalized Algorithms to Learn Bayesian Network Classifiers for Fraud Detection in Web Transactions. WebMedia Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Adriano César Machado Pereira
2014	—	`conf`	Inferring User Social Class in Online Social Networks. SNAKDD Renato Miranda Filho, Guilherme R. Borges, Jussara M. Almeida, Gisele L. Pappa
2014	—	`conf`	Sequential Symbolic Regression with Genetic Programming. GPTP Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa, Julio Albinati
2013	J	`jnl`	GUARD: A Genetic Unified Approach for Recommendation. J. Inf. Data Manag. Adolfo P. Guimarães, Thales F. Costa, Anísio Lacerda, Gisele L. Pappa, Nivio Ziviani
2013	—	`conf`	Uncovering the Location of Twitter Users. BRACIS Erica C. Rodrigues, Renato M. Assunção, Gisele L. Pappa, Renato Miranda, Wagner Meira Jr.
2012	—	`conf`	A binary classification approach for automatic preference modeling of virtual agents in Civilization IV. CIG Marlos C. Machado, Gisele L. Pappa, Luiz Chaimowicz
2012	J	`jnl`	A methodology for photometric validation in vehicles visual interactive systems. Expert Syst. Appl. Alexandre W. C. Faria, David Menotti, Gisele L. Pappa, Daniel S. D. Lara, Arnaldo de Albuquerque Araújo
2012	—	`conf`	Observatório do Trânsito: sistema para detecção e localização de eventos de trânsito no Twitter. SBBD (Short Papers) Sílvio S. Ribeiro Jr., Diogo Rennó, Tatiana S. Gonçalves, Clodoveu A. Davis Jr., Wagner Meira Jr., Gisele L. Pappa
2012	—	`conf`	Roadside unit deployment for information dissemination in a VANET: an evolutionary approach. GECCO (Companion) Evellyn S. Cavalcante, André L. L. de Aquino, Gisele L. Pappa, Antonio Alfredo Ferreira Loureiro
2012	Misc	`conf`	Rushes video summarization based on spatio-temporal features. SAC Tiago Oliveira Cunha, Flávio G. H. de Souza, Arnaldo de Albuquerque Araújo, Gisele L. Pappa
2012	—	`conf`	Seleção de Atributos Utilizando Algoritmos Genéticos para Detecção do Vandalismo na Wikipedia. SBBD (Short Papers) Maria I. M. Sumbana, Allan J. C. Silva, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa
2012	—	`conf`	Traffic observatory: a system to detect and locate traffic events and conditions using Twitter. LBSN@GIS Sílvio S. Ribeiro Jr., Clodoveu A. Davis Jr., Diogo Rennó Rocha de Oliveira, Wagner Meira Jr., Tatiana S. Gonçalves, Gisele L. Pappa
2011	B	`conf`	A PSO algorithm for improving multi-view classification. IEEE Congress on Evolutionary Computation Zilton Cordeiro Junior, Gisele L. Pappa
2011	B	`conf`	HCGA: A genetic algorithm for hierarchical classification. IEEE Congress on Evolutionary Computation Rafael V. Carvalho, Gustavo Brunoro, Gisele L. Pappa
2011	A	`conf`	Semi-supervised genetic programming for classification. GECCO Filipe de Lima Arcanjo, Gisele L. Pappa, Paulo Viana Bicalho, Wagner Meira Jr., Altigran Soares da Silva
2011	—	`conf`	Unificação de Usuários em Redes Sociais. SBBD (Short Papers) Julio Albinati, Igor Altissimo, Fernando Mourão, Gisele L. Pappa, Wagner Meira Jr.
2010	J	`jnl`	A Multi-view Approach for Detecting Non-Cooperative Users in Online Video Sharing Systems. J. Inf. Data Manag. Hendrickson Reiter Langbehn, Saulo M. R. Ricci, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa, Fabrício Benevenuto
2010	Misc	`conf`	A new methodology for photometric validation in vehicles visual interactive systems. SAC Alexandre W. C. Faria, David Menotti, Daniel S. D. Lara, Gisele L. Pappa, Arnaldo de Albuquerque Araújo
2010	B	`conf`	Active Learning Genetic programming for record deduplication. IEEE Congress on Evolutionary Computation 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
2010	B	`conf`	Adaptive Normalization: A novel data normalization approach for non-stationary time series. IJCNN Eduardo S. Ogasawara, Leonardo C. Martinez, Daniel de Oliveira, Geraldo Zimbrão, Gisele L. Pappa, Marta Mattoso
2010	B	`conf`	An evolutionary algorithm to the Density Control, Coverage and Routing Multi-Period Problem in Wireless Sensor Networks. IEEE Congress on Evolutionary Computation Iuri Bueno Drumond de Andrade, Tiago de Oliveira Januario, Gisele L. Pappa, Geraldo Robson Mateus
2010	J	`jnl`	Automatic Document Classification Temporally Robust. J. Inf. Data Manag. Thiago Salles, Leonardo Rocha, Fernando Mourão, Gisele L. Pappa, Lucas Cunha, Marcos André Gonçalves, Wagner Meira Jr.
2010	—	`conf`	Combinando Multi-Visões através de um Algoritmo de Nuvens de Partículas. SBBD (Posters) Zilton Cordeiro Junior, Gisele L. Pappa, Filipe de Lima Arcanjo, Wagner Meira Jr.
2010	—	`ch.`	Creating Rule Ensembles from Automatically-Evolved Rule Induction Algorithms. Advances in Machine Learning I Gisele L. Pappa, Alex Alves Freitas
2010	—	`conf`	Demand-Driven Tag Recommendation. ECML/PKDD (2) Guilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani
2010	J	`jnl`	Estimating the Credibility of Examples in Automatic Document Classification. J. Inf. Data Manag. João R. M. Palotti, Thiago Salles, Gisele L. Pappa, Filipe de Lima Arcanjo, Marcos André Gonçalves, Wagner Meira Jr.
2010	A	`conf`	Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications. CIKM Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves, Gisele L. Pappa
2010	J	`jnl`	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. Genet. Program. Evolvable Mach. Gisele L. Pappa
2010	A*	`conf`	Temporally-aware algorithms for document classification. SIGIR Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Wagner Meira Jr., Marcos André Gonçalves
2010	B	`conf`	Tuning Genetic Programming parameters with factorial designs. IEEE Congress on Evolutionary Computation Elisa Boari de Lima, Gisele L. Pappa, Jussara Marques de Almeida, Marcos André Gonçalves, Wagner Meira Jr.
2009	J	`jnl`	Automatically evolving rule induction algorithms tailored to the prediction of postsynaptic activity in proteins. Intell. Data Anal. Gisele L. Pappa, Alex Alves Freitas
2009	—	`conf`	Classificação Automática de Documentos Robusta Temporalmente. SBBD Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Marcos André Gonçalves, Wagner Meira Jr.
2009	J	`jnl`	Evolving rule induction algorithms with multi-objective grammar-based genetic programming. Knowl. Inf. Syst. Gisele L. Pappa, Alex Alves Freitas
2009	—	`conf`	Exploiting contexts to deal with uncertainty in classification. KDD Workshop on Knowledge Discovery from Uncertain Data Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha, Thiago Salles
2009	B	`conf`	From an artificial neural network to a stock market day-trading system: A case study on the BM&F BOVESPA. IJCNN Leonardo C. Martinez, Diego N. da Hora, João R. M. Palotti, Wagner Meira Jr., Gisele L. Pappa
2009	—	`ch.`	Genetic Programming for Automatically Constructing Data Mining Algorithms. Encyclopedia of Data Warehousing and Mining Alex Alves Freitas, Gisele L. Pappa
2009	—	`conf`	Learning to assess the quality of scientific conferences: a case study in computer science. JCDL Waister Silva Martins, Marcos André Gonçalves, Alberto H. F. Laender, Gisele L. Pappa
2008	—	`ch.`	Discovering New Rule Induction Algorithms with Grammar-based Genetic Programming. Soft Computing for Knowledge Discovery and Data Mining Gisele L. Pappa, Alex Alves Freitas
2006	—	`conf`	Automatically Evolving Rule Induction Algorithms. ECML Gisele L. Pappa, Alex Alves Freitas
2005	—	`conf`	Predicting post-synaptic activity in proteins with data mining. ECCB/JBI Gisele L. Pappa, Anthony J. Baines, Alex Alves Freitas
2004	—	`conf`	Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. IBERAMIA Carlos Nascimento Silla Jr., Gisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner
2002	—	`conf`	Attribute Selection with a Multi-objective Genetic Algorithm. SBIA Gisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner