Elaine R. Faria

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 21

Top Topics

Label Assignment

Novelty Detection

Stream Clustering

Evaluation Methodology

Top Venues

Knowl. Inf. Syst.

Publications

Joel D. Costa, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
Novelty detection for multi-label stream classification under extreme verification latency. Appl. Soft Comput. 141 (2023)
Jean R. Ponciano, Claudio D. G. Linhares, Luis E. C. Rocha, Elaine R. Faria, Bruno A. N. Travençolo
Combining clutter reduction methods for temporal network visualization. SAC (2022)
Ricardo Cerri, Elaine R. Faria, João Gama
An Algorithm Adaptation Method for Multi-Label Stream Classification using Self-Organizing Maps. ICMLA (2022)
Mateus Curcino de Lima, Yan Stivaletti e Souza, Elaine R. Faria, Maria Camila Nardini Barioni
A comprehensive analysis of the diverse aspects inherent to image data stream classification. Knowl. Inf. Syst. 64 (8) (2022)
Mateus Curcino de Lima, Elaine R. Faria, Maria Camila Nardini Barioni
HubISC: um novo algoritmo baseado em hubness para a classificação de fluxo de dados de imagens. SBBD (2022)
Rafael D. Ricci, Elaine R. Faria, Rodrigo Sanches Miani, Paulo Henrique Ribeiro Gabriel
Social Security Reform in Brazil: A Twitter Sentiment Analysis. EGOVIS (2021)
Jean R. Ponciano, Claudio D. G. Linhares, Luis E. C. Rocha, Elaine R. Faria, Bruno A. N. Travençolo
A streaming edge sampling method for network visualization. Knowl. Inf. Syst. 63 (7) (2021)
Jean R. Ponciano, Claudio D. G. Linhares, Elaine R. Faria, Bruno A. N. Travençolo
An online and nonuniform timeslicing method for network visualisation. Comput. Graph. 97 (2021)
Mateus Curcino de Lima, Alex J. S. de Abreu, Elaine R. Faria, Maria Camila Nardini Barioni
Evaluating the Construction of Feature Descriptors in the Performance of the Image Data Stream Classification. CIARP (2021)
Ricardo Cerri, Joel David Costa Jínior, Elaine R. Faria, João Gama
A new self-organizing map based algorithm for multi-label stream classification. SAC (2021)
Mateus Curcino de Lima, Maria Camila Nardini Barioni, Elaine R. Faria, Humberto Luiz Razente
EVISClass: a new evaluation method for image data stream classifiers. ICMLA (2020)
Jean R. Ponciano, Claudio D. G. Linhares, Elaine R. Faria, Bruno Augusto Nassif Travençolo
An Online and Nonuniform Timeslicing Method for Network Visualisation. CoRR (2020)
Alexandre J. Oliveira, Gleice A. de Assis, Vitor Guizilini, Elaine R. Faria, Jefferson R. Souza
Segmenting and Detecting Nematode in Coffee Crops Using Aerial Images. ICVS (2019)
Alexandre J. Oliveira, Gleice A. de Assis, Elaine R. Faria, Jefferson R. Souza, Kelen Cristiane Teixeira Vivaldini, Vitor Guizilini, Fabio Ramos, Caio César Teodoro Mendes, Denis F. Wolf
Analysis of nematodes in coffee crops at different altitudes using aerial images. EUSIPCO (2019)
Joel D. Costa Júnior, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
Pruned Sets for Multi-Label Stream Classification without True Labels. IJCNN (2019)
Fabíola S. F. Pereira, André C. P. L. F. de Carvalho, Rafael Assis, Maxley Costa, Elaine R. Faria, Rita Maria da Silva Julia, Umberto Barcelos, Jony Melo
Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry. EPIA (2) (2019)
Carla O. Camargo, Elaine R. Faria, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani
Qualitative evaluation of denial of service datasets. SBSI (2018)
Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi
Scalable Batch Stream Clustering with k Estimation. CEC (2018)
Guilherme Alves, Maria Camila Nardini Barioni, Elaine R. Faria
A Framework for Online Clustering Based on Evolving Semi-Supervision. SBBD (2017)
Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria
Scalable Data Stream Clustering with k Estimation. BRACIS (2017)
Elaine R. Faria, Isabel J. C. R. Gonçalves, André C. P. L. F. de Carvalho, João Gama
Novelty detection in data streams. Artif. Intell. Rev. 45 (2) (2016)
Elaine R. Faria, João Gama, André C. P. L. F. de Carvalho
Novelty detection algorithm for data streams multi-class problems. SAC (2013)
Elaine R. Faria, Isabel J. C. R. Gonçalves, João Gama, André C. P. L. F. de Carvalho
Evaluation Methodology for Multiclass Novelty Detection Algorithms. BRACIS (2013)
Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
Data stream clustering: A survey. ACM Comput. Surv. 46 (1) (2013)
Elaine R. Faria, Rodrigo C. Barros, João Gama, André C. P. L. F. de Carvalho
Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters. SAC (2012)