Elaine R. Faria

27 papers B 2C 4Misc 4Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A robust hubness-based algorithm for image data stream classification.
Int. J. Data Sci. Anal.
Mateus Curcino de Lima, Elaine R. Faria, Maria Camila Nardini Barioni
2025 — conf
Analysis of User Temperament and Personality Traits in Social Media Through Complex Networks.
ASONAM (3)
Matheus Santos, Elaine R. Faria, Fabíola S. F. Pereira
2023 J jnl
Novelty detection for multi-label stream classification under extreme verification latency.
Appl. Soft Comput.
Joel D. Costa, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
2022 J jnl
A comprehensive analysis of the diverse aspects inherent to image data stream classification.
Knowl. Inf. Syst.
Mateus Curcino de Lima, Yan Stivaletti e Souza, Elaine R. Faria, Maria Camila Nardini Barioni
2022 C conf
An Algorithm Adaptation Method for Multi-Label Stream Classification using Self-Organizing Maps.
ICMLA
Ricardo Cerri, Elaine R. Faria, João Gama
2022 Misc conf
Combining clutter reduction methods for temporal network visualization.
SAC
Jean R. Ponciano, Claudio D. G. Linhares, Luis E. C. Rocha, Elaine R. Faria, Bruno A. N. Travençolo
2022 — conf
HubISC: um novo algoritmo baseado em hubness para a classificação de fluxo de dados de imagens.
SBBD
Mateus Curcino de Lima, Elaine R. Faria, Maria Camila Nardini Barioni
2021 Misc conf
A new self-organizing map based algorithm for multi-label stream classification.
SAC
Ricardo Cerri, Joel David Costa Júnior, Elaine R. Faria, João Gama
2021 J jnl
A streaming edge sampling method for network visualization.
Knowl. Inf. Syst.
Jean R. Ponciano, Claudio D. G. Linhares, Luis E. C. Rocha, Elaine R. Faria, Bruno A. N. Travençolo
2021 J jnl
An online and nonuniform timeslicing method for network visualisation.
Comput. Graph.
Jean R. Ponciano, Claudio D. G. Linhares, Elaine R. Faria, Bruno A. N. Travençolo
2021 C conf
Evaluating the Construction of Feature Descriptors in the Performance of the Image Data Stream Classification.
CIARP
Mateus Curcino de Lima, Alex J. S. de Abreu, Elaine R. Faria, Maria Camila Nardini Barioni
2021 — conf
Social Security Reform in Brazil: A Twitter Sentiment Analysis.
EGOVIS
Rafael D. Ricci, Elaine R. Faria, Rodrigo Sanches Miani, Paulo Henrique Ribeiro Gabriel
2020 J jnl
An Online and Nonuniform Timeslicing Method for Network Visualisation.
CoRR
Jean R. Ponciano, Claudio D. G. Linhares, Elaine R. Faria, Bruno Augusto Nassif Travençolo
2020 C conf
EVISClass: a new evaluation method for image data stream classifiers.
ICMLA
Mateus Curcino de Lima, Maria Camila Nardini Barioni, Elaine R. Faria, Humberto Luiz Razente
2019 — conf
Analysis of nematodes in coffee crops at different altitudes using aerial images.
EUSIPCO
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
2019 — conf
Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry.
EPIA (2)
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
2019 B conf
Pruned Sets for Multi-Label Stream Classification without True Labels.
IJCNN
Joel D. Costa Júnior, Elaine R. Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
2019 C conf
Segmenting and Detecting Nematode in Coffee Crops Using Aerial Images.
ICVS
Alexandre J. Oliveira, Gleice A. de Assis, Vitor Guizilini, Elaine R. Faria, Jefferson R. Souza
2018 — conf
Qualitative evaluation of denial of service datasets.
SBSI
Carla O. Camargo, Elaine R. Faria, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani
2018 B conf
Scalable Batch Stream Clustering with k Estimation.
CEC
Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi
2017 — conf
A Framework for Online Clustering Based on Evolving Semi-Supervision.
SBBD
Guilherme Alves, Maria Camila Nardini Barioni, Elaine R. Faria
2017 — conf
Scalable Data Stream Clustering with k Estimation.
BRACIS
Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria
2016 J jnl
Novelty detection in data streams.
Artif. Intell. Rev.
Elaine R. Faria, Isabel J. C. R. Gonçalves, André C. P. L. F. de Carvalho, João Gama
2013 J jnl
Data stream clustering: A survey.
ACM Comput. Surv.
Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2013 — conf
Evaluation Methodology for Multiclass Novelty Detection Algorithms.
BRACIS
Elaine R. Faria, Isabel J. C. R. Gonçalves, João Gama, André C. P. L. F. de Carvalho
2013 Misc conf
Novelty detection algorithm for data streams multi-class problems.
SAC
Elaine R. Faria, João Gama, André C. P. L. F. de Carvalho
2012 Misc conf
Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters.
SAC
Elaine R. Faria, Rodrigo C. Barros, João Gama, André C. P. L. F. de Carvalho