Eduardo Bezerra

45 papers B 7C 1Misc 2Journal 19Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Machine Learning Approach to Automatic Fall Detection of Soldiers. CoRR Leandro de M. B. Soares, Gustavo Venturini, José Gomes, Jonathan Efigenio, Pablo Rangel, Pedro Gonzalez, Joel A. F. dos Santos, Diego N. Brandão, Eduardo Bezerra
2025	C	`conf`	Towards a Spatiotemporal Fusion Approach to Precipitation Nowcasting. FUSION Felipe Curcio, Pedro Castro, Augusto José Fonseca, Rafaela Castro, Raquel Franco, Eduardo S. Ogasawara, Victor Stepanenko, Fábio Porto, Mariza Ferro, Eduardo Bezerra
2025	J	`jnl`	Towards a Spatiotemporal Fusion Approach to Precipitation Nowcasting. CoRR Felipe Curcio, Pedro Castro, Augusto José Fonseca, Rafaela Castro, Raquel Franco, Eduardo S. Ogasawara, Victor Stepanenko, Fábio Porto, Mariza Ferro, Eduardo Bezerra
2024	—	`conf`	Avaliação de Técnicas de Balanceamento de Dados na Detecção de Fraude em Transações Online de Cartão de Crédito. SBBD Arthur Cavalcanti, Diego N. Brandão, Eduardo Bezerra, Rafaelli Coutinho
2024	—	`conf`	BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? SemEval@NAACL Arthur B. Vasconcelos, Luiz Felipe De Melo, Eduardo Corrêa Gonçalves, Eduardo Bezerra, Aline Paes, Alexandre Plastino
2024	—	`conf`	Data-Centric AI for predicting non-contact injuries in professional soccer players. SBBD Matheus Melo, Matheus Maia, Gabriel Padrão, Diego N. Brandão, Eduardo Bezerra, Juliano Spineti, Lucas Giusti, Jorge Soares
2024	J	`jnl`	GLARE: Guided LexRank for Advanced Retrieval in Legal Analysis. CoRR Fabio Gregório, Rafaela Castro, Kele T. Belloze, Rui Pedro Lopes, Eduardo Bezerra
2024	B	`conf`	REMD: A Novel Hybrid Anomaly Detection Method Based on EMD and ARIMA. IJCNN Jéssica Souza, Ellen Paixão Silva, Fernando Fraga, Laís Baroni, Ronaldo Fernandes Santos Alves, Kele T. Belloze, Joel A. F. dos Santos, Eduardo Bezerra, Fábio Porto, Eduardo S. Ogasawara
2023	J	`jnl`	A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks. IEEE Access Luis Japa, Marcello Serqueira, Israel Mendonça, Masayoshi Aritsugi, Eduardo Bezerra, Pedro Henrique González
2023	—	`conf`	Assessing the 3D Position of a Car with a Single 2D Camera Using Siamese Networks. OL2A (2) Youssef Bel Haj Yahia, Júlio Castro Lopes, Eduardo Bezerra, Pedro João Rodrigues, Rui Pedro Lopes
2023	—	`conf`	NailP at eRisk 2023: Search for Symptoms of Depression. CLEF (Working Notes) Eduardo Bezerra, Leonardo Ferreira dos Santos, Rodolpho Nascimento, Rui Pedro Lopes, Gustavo Paiva Guedes
2023	J	`jnl`	TSPredIT: Integrated Tuning of Data Preprocessing and Time Series Prediction Models. Trans. Large Scale Data Knowl. Centered Syst. Rebecca Salles, Esther Pacitti, Eduardo Bezerra, Celso Marques, Carla Pacheco, Carla Oliveira, Fábio Porto, Eduardo S. Ogasawara
2022	B	`conf`	A conjugated evolutionary algorithm for hyperparameter optimization. CEC Luis Japa, Marcello Serqueira, Israel Mendonça, Eduardo Bezerra, Masayoshi Aritsugi, Pedro Henrique González
2022	J	`jnl`	A horizontal partitioning-based method for frequent pattern mining in transport timetable. Expert Syst. J. Knowl. Eng. Claudio Teixeira, Luana Fragoso, Marta Mattoso, Diego Carvalho, Eduardo Bezerra, Jorge Soares, Glauco Amorim, Eduardo S. Ogasawara
2022	—	`conf`	Comparison of Machine Learning Pipelines for Gene Expression Matrices. BSB Mateus Devino, Kele T. Belloze, Eduardo Bezerra
2022	B	`conf`	Exploring Data Preprocessing and Machine Learning Methods for Forecasting Worldwide Fertilizers Consumption. IJCNN Carla Pacheco, Mário Guimarães, Eduardo Bezerra
2022	J	`jnl`	Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results. Supercomput. Front. Innov. Fábio Porto, Mariza Ferro, Eduardo S. Ogasawara, Thiago Moeda, Claudio Daniel Tenorio de Barros, Anderson Chaves da Silva, Rocío Zorrilla, Rafael Silva Pereira, Rafaela Nascimento Castro, João Victor Silva, Rebecca Salles, Augusto José Fonseca, Juliana Hermsdorff, Marcelo Magalhães, Vitor Sá, Adolfo Simões, Carlos Cardoso, Eduardo Bezerra
2022	J	`jnl`	TSPred: A framework for nonstationary time series prediction. Neurocomputing Rebecca Salles, Esther Pacitti, Eduardo Bezerra, Fábio Porto, Eduardo S. Ogasawara
2022	—	`conf`	Towards Robust Cluster-Based Hyperparameter Optimization. SBBD Leonardo Izaú, Mariana Fortes, Vítor Ribeiro, Celso Marques, Carla Oliveira, Eduardo Bezerra, Fábio Porto, Rebecca Salles, Eduardo S. Ogasawara
2021	—	`conf`	Análise de métodos de tratamento de outliers para predição dos retornos de índices de ações negociados em bolsa. SBBD Cristiane Gea, Janio Lima, Eduardo Bezerra, Eduardo S. Ogasawara
2021	—	`conf`	Bio-Inspired Protocols for Embodied Multi-Agent Systems. ICAART (1) Vinicius Souza de Jesus, Carlos Eduardo Pantoja, Fabian Cesar Pereira Brandão Manoel, Gleifer Vaz Alves, José Viterbo, Eduardo Bezerra
2021	J	`jnl`	STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting. Neurocomputing Rafaela Castro, Yania Molina Souto, Eduardo S. Ogasawara, Fábio Porto, Eduardo Bezerra
2021	J	`jnl`	Wrapper algorithm for choosing machine learning functions and methods in SSAS. J. Comput. Sci. Coll. Kelsey Buckles, Eduardo Bezerra, Eduardo S. Ogasawara, Mário Guimarães
2020	J	`jnl`	A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks. CoRR Marcello Serqueira, Pedro Henrique González, Eduardo Bezerra
2020	J	`jnl`	An analysis of malaria in the Brazilian Legal Amazon using divergent association rules. J. Biomed. Informatics Laís Baroni, Rebecca Salles, Samella Salles, Gustavo Paiva Guedes, Fábio Porto, Eduardo Bezerra, Christovam Barcellos, Marcel Pedroso, Eduardo S. Ogasawara
2019	—	`conf`	A Deep Reinforcement Learning Approach to Asset-Liability Management. BRACIS Alan Fontoura, Diego Barreto Haddad, Eduardo Bezerra
2019	—	`conf`	A Science Gateway to Support Research in Spectral Graph Theory. SBBD Daniel de Oliveira, Carlos Magno Abreu, Eduardo S. Ogasawara, Eduardo Bezerra, Leonardo Silva de Lima
2019	—	`conf`	Link prediction in social networks: combining topological and contextual data in a community detection based method. WebMedia Camila Mesquita de Moraes, Eduardo Bezerra, Ronaldo R. Goldschmidt
2019	J	`jnl`	STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting. CoRR Rafaela C. Nascimento, Yania Molina Souto, Eduardo S. Ogasawara, Fábio Porto, Eduardo Bezerra
2018	B	`conf`	A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization. IJCNN Raphael Abreu, Joel A. F. dos Santos, Eduardo Bezerra
2018	J	`jnl`	A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization. CoRR Raphael Abreu, Joel A. F. dos Santos, Eduardo Bezerra
2018	—	`conf`	A Crowdsourcing Tool for Data Augmentation in Visual Question Answering Tasks. WebMedia Ramon Silva, Augusto José Fonseca, Ronaldo R. Goldschmidt, Joel A. F. dos Santos, Eduardo Bezerra
2018	B	`conf`	A Spatiotemporal Ensemble Approach to Rainfall Forecasting. IJCNN Yania Molina Souto, Fábio Porto, Ana Maria de Carvalho Moura, Eduardo Bezerra
2018	—	`conf`	Evaluating the Complementarity of Communication Tools for Learning Platforms. CSEDU (2) Leonardo Carvalho, Laura Assis, Leonardo Silva de Lima, Eduardo Bezerra, Gustavo Paiva Guedes, Artur Ziviani, Fábio Porto, Rafael Barbastefano, Eduardo S. Ogasawara
2017	J	`jnl`	A Mixed Graph Framework to evaluate the complementarity of communication Tools. PeerJ Prepr. Leonardo Carvalho, Eduardo Bezerra, Gustavo Paiva Guedes, Laura Assis, Leonardo Silva de Lima, Rafael Barbastefano, Artur Ziviani, Fábio Porto, Eduardo S. Ogasawara
2017	B	`conf`	A framework for benchmarking machine learning methods using linear models for univariate time series prediction. IJCNN Rebecca Salles, Laura Assis, Gustavo Paiva Guedes, Eduardo Bezerra, Fábio Porto, Eduardo S. Ogasawara
2016	J	`jnl`	Discovering top-k non-redundant clusterings in attributed graphs. Neurocomputing Gustavo Paiva Guedes, Eduardo S. Ogasawara, Eduardo Bezerra, Geraldo Xexéo
2016	J	`jnl`	Evaluating temporal aggregation for predicting the sea surface temperature of the Atlantic Ocean. Ecol. Informatics Rebecca Salles, Patricia Mattos, Ana-Maria Dubois Iorgulescu, Eduardo Bezerra, Leonardo Silva de Lima, Eduardo S. Ogasawara
2016	B	`conf`	Exploring machine learning methods for the Star/Galaxy Separation Problem. IJCNN Eduardo Machado, Marcello Serqueira, Eduardo S. Ogasawara, Ricardo Ogando, Marcio A. G. Maia, Luiz Nicolaci da Costa, Riccardo Campisano, Gustavo Paiva Guedes, Eduardo Bezerra
2016	—	`conf`	Gender Differences in the Use of Portuguese in Social Networks: Evidence from LIWC. WebMedia Gustavo Paiva Guedes, Eduardo Bezerra, Lilian Ferrari, Fellipe Duarte
2015	Misc	`conf`	Amê: an environment to learn and analyze adversarial search algorithms using stochastic card games. SAC Ana Beatriz Cruz, Leonardo Preuss, João Quadros, Uéverton S. Souza, Sabrina Serique, Angélica Ogasawara, Eduardo Bezerra, Eduardo S. Ogasawara
2015	—	`conf`	Evaluating Linear Models as a Baseline for Time Series Imputation. SBBD (Short Papers) Rebecca Salles, Eduardo Bezerra, Jorge de Abreu Soares, Eduardo S. Ogasawara
2015	Misc	`conf`	Exploring multiple clusterings in attributed graphs. SAC Gustavo Paiva Guedes, Eduardo Bezerra, Eduardo S. Ogasawara, Geraldo Xexéo
2014	J	`jnl`	MAM: Método para Agrupamentos Múltiplos em Redes Sociais Online Baseado em Emoções, Personalidades e Textos. Braz. J. Inf. Syst. Gustavo Paiva Guedes e Silva, Eduardo Bezerra, Eduardo S. Ogasawara, Geraldo Xexéo
2013	J	`jnl`	A Forecasting Method for Fertilizers Consumption in Brazil. Int. J. Agric. Environ. Inf. Syst. Eduardo S. Ogasawara, Daniel de Oliveira, Fabio Paschoal Junior, Rafael Castañeda, Myrna Amorim, Renato Mauro, Jorge Soares, João Quadros, Eduardo Bezerra