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ORCIDEduardo S. Ogasawara
- > Home > Persons > Eduardo S. Ogasawara
Publications
- 2023
[j30]Rebecca Salles, Esther Pacitti, Eduardo Bezerra, Celso Marques, Carla Pacheco, Carla Oliveira, Fábio Porto, Eduardo S. Ogasawara:
TSPredIT: Integrated Tuning of Data Preprocessing and Time Series Prediction Models. Trans. Large Scale Data Knowl. Centered Syst. 54: 41-55 (2023)- 2022
- [j28]Claudio Teixeira
, Luana Fragoso, Marta Mattoso, Diego Carvalho, Eduardo Bezerra, Jorge de Abreu Soares, Glauco Amorim, Eduardo S. Ogasawara:
A horizontal partitioning-based method for frequent pattern mining in transport timetable. Expert Syst. J. Knowl. Eng. 39(2) (2022) - [j26]Rebecca Salles, Esther Pacitti, Eduardo Bezerra, Fábio Porto, Eduardo S. Ogasawara:
TSPred: A framework for nonstationary time series prediction. Neurocomputing 467: 197-202 (2022) - [j25]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:
Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results. Supercomput. Front. Innov. 9(1): 49-73 (2022) - [c66]Leonardo Izaú, Mariana Fortes, Vítor Ribeiro, Celso Marques, Carla Oliveira, Eduardo Bezerra, Fábio Porto, Rebecca Salles, Eduardo S. Ogasawara:
Towards Robust Cluster-Based Hyperparameter Optimization. SBBD 2022: 439-444 - 2021
- [j24]Rafaela Castro, Yania Molina Souto, Eduardo S. Ogasawara, Fábio Porto, Eduardo Bezerra:
STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting. Neurocomputing 426: 285-298 (2021) - [c64]Cristiane Gea, Janio Lima, Eduardo Bezerra, Eduardo S. Ogasawara:
Análise de métodos de tratamento de outliers para predição dos retornos de índices de ações negociados em bolsa. SBBD 2021: 277-282 - 2020
- [j20]Lais Baroni, Rebecca Salles, Samella Salles, Gustavo Paiva Guedes, Fábio Porto, Eduardo Bezerra, Christovam Barcellos, Marcel Pedroso, Eduardo S. Ogasawara:
An analysis of malaria in the Brazilian Legal Amazon using divergent association rules. J. Biomed. Informatics 108: 103512 (2020) - 2019
- [c56]Daniel de Oliveira, Carlos Magno Abreu, Eduardo S. Ogasawara, Eduardo Bezerra, Leonardo Silva de Lima:
A Science Gateway to Support Research in Spectral Graph Theory. SBBD 2019: 217-222 - [i4]Rafaela C. Nascimento, Yania Molina Souto, Eduardo S. Ogasawara, Fábio Porto, Eduardo Bezerra:
STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting. CoRR abs/1912.00134 (2019) - 2018
- [c53]Leonardo Carvalho, Laura Assis, Leonardo Silva de Lima, Eduardo Bezerra, Gustavo Paiva Guedes, Artur Ziviani, Fábio Porto, Rafael Barbastefano, Eduardo S. Ogasawara:
Evaluating the Complementarity of Communication Tools for Learning Platforms. CSEDU (2) 2018: 142-153 - 2017
- [c43]Rebecca Salles, Laura Assis, Gustavo Paiva Guedes, Eduardo Bezerra, Fábio Porto, Eduardo S. Ogasawara:
A framework for benchmarking machine learning methods using linear models for univariate time series prediction. IJCNN 2017: 2338-2345 - [i1]Leonardo Carvalho, Eduardo Bezerra, Gustavo Paiva Guedes, Laura Assis, Leonardo Silva de Lima, Rafael Barbastefano, Artur Ziviani, Fábio Porto, Eduardo S. Ogasawara:
A Mixed Graph Framework to evaluate the complementarity of communication Tools. PeerJ Prepr. 5: e3114 (2017) - 2016
- [j16]Rebecca Salles, Patricia Mattos, Ana-Maria Dubois Iorgulescu, Eduardo Bezerra, Leonardo Silva de Lima, Eduardo S. Ogasawara:
Evaluating temporal aggregation for predicting the sea surface temperature of the Atlantic Ocean. Ecol. Informatics 36: 94-105 (2016) - [j15]Gustavo Paiva Guedes, Eduardo S. Ogasawara, Eduardo Bezerra, Geraldo Xexéo:
Discovering top-k non-redundant clusterings in attributed graphs. Neurocomputing 210: 45-54 (2016) - [c41]Eduardo Machado, Marcello Serqueira, Eduardo S. Ogasawara, Ricardo Ogando, Marcio A. G. Maia, Luiz Nicolaci da Costa, Riccardo Campisano, Gustavo Paiva Guedes, Eduardo Bezerra:
Exploring machine learning methods for the Star/Galaxy Separation Problem. IJCNN 2016: 123-130 - 2015
- [c38]Ana Beatriz Cruz, Leonardo Preuss, João Quadros, Uéverton S. Souza, Sabrina Serique, Angélica Ogasawara, Eduardo Bezerra, Eduardo S. Ogasawara:
Amê: an environment to learn and analyze adversarial search algorithms using stochastic card games. SAC 2015: 208-213 - [c37]Gustavo Paiva Guedes, Eduardo Bezerra, Eduardo S. Ogasawara, Geraldo Xexéo:
Exploring multiple clusterings in attributed graphs. SAC 2015: 915-918 - [c36]Rebecca Salles, Eduardo Bezerra, Jorge de Abreu Soares, Eduardo S. Ogasawara:
Evaluating Linear Models as a Baseline for Time Series Imputation. SBBD (Short Papers) 2015: 63-68 - 2014
- [j12]Gustavo Paiva Guedes e Silva, Eduardo Bezerra, Eduardo S. Ogasawara, Geraldo Xexéo:
MAM: Método para Agrupamentos Múltiplos em Redes Sociais Online Baseado em Emoções, Personalidades e Textos. Braz. J. Inf. Syst. 7(3): 38-55 (2014) - 2013
- [j8]Eduardo S. Ogasawara, Daniel de Oliveira, Fabio Paschoal Junior, Rafael Castañeda, Myrna Amorim, Renato Mauro, Jorge de Abreu Soares, João Quadros, Eduardo Bezerra:
A Forecasting Method for Fertilizers Consumption in Brazil. Int. J. Agric. Environ. Inf. Syst. 4(2): 23-36 (2013)
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