Elaine R. Faria
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
7
Active years
2012–2022
Best venue rank
Multiconference
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | ICMLA | An Algorithm Adaptation Method for Multi-Label Stream Classification using Self-Organizing Maps. | Ricardo Cerri, Elaine R. Faria, Joo Gama |
| 2022 | SAC | Combining clutter reduction methods for temporal network visualization. | Jean R. Ponciano, Claudio D. G. Linhares, Luis E. C. Rocha, Elaine R. Faria, Bruno A. N. Travenolo |
| 2021 | CIARP | Evaluating the Construction of Feature Descriptors in the Performance of the Image Data Stream Classification. | Mateus Curcino de Lima, Alex J. S. de Abreu, Elaine R. Faria, Maria Camila Nardini Barioni |
| 2021 | SAC | A new self-organizing map based algorithm for multi-label stream classification. | Ricardo Cerri, Joel David Costa Jnior, Elaine R. Faria, Joo Gama |
| 2020 | ICMLA | EVISClass: a new evaluation method for image data stream classifiers. | Mateus Curcino de Lima, Maria Camila Nardini Barioni, Elaine R. Faria, Humberto Luiz Razente |
| 2019 | EPIA | Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry. | Fabola S. F. Pereira, Andr C. P. L. F. de Carvalho, Rafael Assis, Maxley Costa, Elaine R. Faria, Rita Maria da Silva Julia, Umberto Barcelos, Jony Melo |
| 2019 | IJCNN | Pruned Sets for Multi-Label Stream Classification without True Labels. | Joel D. Costa Jnior, Elaine R. Faria, Jonathan de Andrade Silva, Joo Gama, Ricardo Cerri |
| 2019 | ICVS | Segmenting and Detecting Nematode in Coffee Crops Using Aerial Images. | Alexandre J. Oliveira, Gleice A. de Assis, Vitor Guizilini, Elaine R. Faria, Jefferson R. Souza |
| 2018 | CEC | Scalable Batch Stream Clustering with k Estimation. | Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi |
| 2013 | SAC | Novelty detection algorithm for data streams multi-class problems. | Elaine R. Faria, Joo Gama, Andr C. P. L. F. de Carvalho |
| 2012 | SAC | Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters. | Elaine R. Faria, Rodrigo C. Barros, Joo Gama, Andr C. P. L. F. de Carvalho |