Authors: Leonardo Carvalho, Eduardo Bezerra, Gustavo Guedes, Laura Assis, Leonardo Lima, Rafael Barbastefano, Artur Ziviani, Fabio Porto, Eduardo Ogasawara Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ) National Laboratory…
Authors: Rebecca Salles, Patricia Mattos, Ana-Maria Dubois Iorgulescu, Eduardo Bezerra, Leonardo Lima, Eduardo Ogasawara Federal Center for Technological Education of Rio de Janeiro (CEFET/RJ) Abstract: Extreme environmental events such as…
Authors: Paula Chaves, Luan Paschoal, Tauan Velasco, Tiago Bento Sampaio, Julliany Brandão, Carlos Otávio Schocair, João Quadros, Talita Oliveira, Eduardo Ogasawara Abstract The new orthographic agreement introduces some changes in…
Student: Rebecca Pontes Salles (rebeccapsalles@acm.org) Advisor: Eduardo Ogasawara (eogasawara@ieee.org) Description: Functions for time series prediction and accuracy assessment using automatic linear modeling. The generated linear models and its yielded prediction…
Students: Ana Beatriz Cruz, Sabrina Seriques, and Leonardo Preuss Advisor: Eduardo Ogasawara Abstract: Computer Science students are usually enthusiastic about learning Artificial Intelligence (AI) due to the possibility of developing…
Students: Diego Vaz Caetano, Josué Dias Cardoso and Luana Guimarães Piani Ferreira Collaborators: Raphael Abreu, João Quadros, Joel Santos Advisors: Leonardo Lignani, Eduardo Ogasawara Abstract The use of simulators as…
Pattern discovery is an important task in time series mining. A particular pattern that occurs a significant number of times in a time series is called a motif. Several approaches…
Spatial-Time Motifs Discovery Authors: Heraldo Borges, Murillo Dutra, Rafaelli~Coutinho, Fábio Perosi, Amin Bazaz, Florent~Masseglia, Esther Pacitti, Fábio Porto, Eduardo Ogasawara Abstract: Discovering motifs in time series data has been widely explored.…
Um framework para integração e análise de métodos de detecção de eventos em séries temporais Rebecca Salles, Luciana Escobar, Lais Baroni, Roccio Zorrilla, Artur Ziviani, Vinicius Kreischer, Flavia C. Delicato,…