Elaine Ribeiro de Faria
AuthID: R-00F-QTC
1
TITLE: An Algorithm Adaptation Method for Multi-Label Stream Classification using Self-Organizing Maps
AUTHORS: Cerri, Ricardo; Faria, Elaine R.; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA) in 2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA
AUTHORS: Cerri, Ricardo; Faria, Elaine R.; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA) in 2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA
2
TITLE: A new self-organizing map based algorithm for multi-label stream classification
AUTHORS: Ricardo Cerri; Joel David Costa Jínior; Elaine R Faria; João Gama ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021
AUTHORS: Ricardo Cerri; Joel David Costa Jínior; Elaine R Faria; João Gama ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021
3
TITLE: Pruned Sets for Multi-Label Stream Classification without True Labels
AUTHORS: Joel D Costa Junior; Elaine R Faria; Jonathan A Silva; Joao Gama ; Ricardo Cerri;
PUBLISHED: 2019, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2019-July
AUTHORS: Joel D Costa Junior; Elaine R Faria; Jonathan A Silva; Joao Gama ; Ricardo Cerri;
PUBLISHED: 2019, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2019-July
4
TITLE: Novelty detection for multi-label stream classification
AUTHORS: Costa, JD; Faria, ER; Silva, JA; Gama, J; Cerri, R;
PUBLISHED: 2019, SOURCE: 8th Brazilian Conference on Intelligent Systems, BRACIS 2019 in Proceedings - 2019 Brazilian Conference on Intelligent Systems, BRACIS 2019
AUTHORS: Costa, JD; Faria, ER; Silva, JA; Gama, J; Cerri, R;
PUBLISHED: 2019, SOURCE: 8th Brazilian Conference on Intelligent Systems, BRACIS 2019 in Proceedings - 2019 Brazilian Conference on Intelligent Systems, BRACIS 2019
INDEXED IN: 
Scopus
Scopus5
TITLE: MINAS: multiclass learning algorithm for novelty detection in data streams
AUTHORS: Elaine Ribeiro de Faria; Andre Carlos Ponce D F de Leon Ferreira Carvalho; Joao Gama ;
PUBLISHED: 2016, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 30, ISSUE: 3
AUTHORS: Elaine Ribeiro de Faria; Andre Carlos Ponce D F de Leon Ferreira Carvalho; Joao Gama ;
PUBLISHED: 2016, SOURCE: DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 30, ISSUE: 3
6
TITLE: Novelty detection in data streams Full Text
AUTHORS: Elaine R Faria; Isabel J C R Goncalves; Andre C P L F de Carvalho; Joao Gama ;
PUBLISHED: 2016, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 45, ISSUE: 2
AUTHORS: Elaine R Faria; Isabel J C R Goncalves; Andre C P L F de Carvalho; Joao Gama ;
PUBLISHED: 2016, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 45, ISSUE: 2
7
TITLE: Evaluation of Multiclass Novelty Detection Algorithms for Data Streams Full Text
AUTHORS: Elaine Ribeiro de Faria; Isabel Ribeiro Goncalves; Joao Gama ; Andre Carlos Ponce D F de Leon Ferreira Carvalho;
PUBLISHED: 2015, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 27, ISSUE: 11
AUTHORS: Elaine Ribeiro de Faria; Isabel Ribeiro Goncalves; Joao Gama ; Andre Carlos Ponce D F de Leon Ferreira Carvalho;
PUBLISHED: 2015, SOURCE: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOLUME: 27, ISSUE: 11
8
TITLE: Data Stream Clustering: A Survey. A survey Full Text
AUTHORS: Jonathan A Silva; Elaine R Faria; Rodrigo C Barros; Eduardo R Hruschka; Andre C P L F de Carvalho; Joao Gama ;
PUBLISHED: 2013, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 46, ISSUE: 1
AUTHORS: Jonathan A Silva; Elaine R Faria; Rodrigo C Barros; Eduardo R Hruschka; Andre C P L F de Carvalho; Joao Gama ;
PUBLISHED: 2013, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 46, ISSUE: 1
9
TITLE: Evaluation Methodology for Multiclass Novelty Detection Algorithms
AUTHORS: Elaine R Faria; Isabel J C R Goncalves; Joao Gama ; Andre C P L F Carvalho;
PUBLISHED: 2013, SOURCE: 2nd Brazilian Conference on Intelligent Systems (BRACIS) in 2013 BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS)
AUTHORS: Elaine R Faria; Isabel J C R Goncalves; Joao Gama ; Andre C P L F Carvalho;
PUBLISHED: 2013, SOURCE: 2nd Brazilian Conference on Intelligent Systems (BRACIS) in 2013 BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS)
