João Manuel Portela da Gama


AuthID: R-000-75X

Confirmed Publications: 540



201
TITLE: An evolutionary algorithm for clustering data streams with a variable number of clusters  Full Text
AUTHORS: Jonathan de Andrade Silva; Eduardo Raul Hruschka; Joao Gama ;
PUBLISHED: 2017, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 67
INDEXED IN: Scopus WOS DBLP CrossRef: 81
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202
TITLE: Clustering from Data Streams
AUTHORS: João Gama ;
PUBLISHED: 2017, SOURCE: Encyclopedia of Machine Learning and Data Mining
INDEXED IN: DBLP CrossRef: 1
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203
TITLE: Co-training Semi-supervised Learning for Single-Target Regression in Data Streams Using AMRules
AUTHORS: Ricardo Sousa ; João Gama ;
PUBLISHED: 2017, SOURCE: 23rd International Symposium on Methodologies for Intelligent Systems, ISMIS 2017 in Foundations of Intelligent Systems - 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings, VOLUME: 10352
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP
204
TITLE: Comparison Between Co-training and Self-training for Single-target Regression in Data Streams using AMRules PDF
AUTHORS: Ricardo Sousa ; João Gama ;
PUBLISHED: 2017, SOURCE: 2017 Workshop on IoT Large Scale Learning from Data Streams, IOTSTREAMING 2017 in Proceedings of the Workshop on IoT Large Scale Learning from Data Streams co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), Skopje, Macedonia, September 18-22, 2017., VOLUME: 1958
INDEXED IN: Scopus DBLP
IN MY: ORCID | DBLP
205
TITLE: Computational Models for Social and Technical Interactions  Full Text
AUTHORS: Joao Gama ; Eugenio Oliveira ; Henrique Lopes Cardoso ;
PUBLISHED: 2017, SOURCE: NEW GENERATION COMPUTING, VOLUME: 35, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef
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206
TITLE: Credit Scoring in Microfinance Using Non-traditional Data
AUTHORS: Saulo Ruiz; Pedro Gomes; Luis Rodrigues; Joao Gama ;
PUBLISHED: 2017, SOURCE: 18th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2017), VOLUME: 10423
INDEXED IN: Scopus WOS DBLP CrossRef: 12
IN MY: ORCID | DBLP
207
TITLE: Efficient Incremental Laplace Centrality Algorithm for Dynamic Networks
AUTHORS: Rui Portocarrero Sarmento ; Mário Cordeiro ; Pavel Brazdil ; João Gama ;
PUBLISHED: 2017, SOURCE: 6th International Conference on Complex Networks and Their Applications, Complex Networks 2017 in Complex Networks & Their Applications VI - Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications), COMPLEX NETWORKS 2017, Lyon, France, November 29 - December 1, 2017., VOLUME: 689
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP
208
TITLE: Ensemble learning for data stream analysis: A survey  Full Text
AUTHORS: Bartosz Krawczyk; Leandro L Minku; Joao Gama ; Jerzy Stefanowski; Michal Wozniak;
PUBLISHED: 2017, SOURCE: INFORMATION FUSION, VOLUME: 37
INDEXED IN: Scopus WOS DBLP CrossRef: 747
IN MY: ORCID | DBLP
209
TITLE: Fading histograms in detecting distribution and concept changes
AUTHORS: Raquel Sebastião ; João Gama ; Teresa Mendonça ;
PUBLISHED: 2017, SOURCE: I. J. Data Science and Analytics, VOLUME: 3, ISSUE: 3
INDEXED IN: DBLP CrossRef: 9 Handle
IN MY: ORCID | DBLP
210
TITLE: Feature ranking in hoeffding algorithms for regression
AUTHORS: João Duarte; João Gama ;
PUBLISHED: 2017, SOURCE: 32nd Annual ACM Symposium on Applied Computing, SAC 2017 in Proceedings of the Symposium on Applied Computing, SAC 2017, Marrakech, Morocco, April 3-7, 2017, VOLUME: Part F128005
INDEXED IN: Scopus DBLP CrossRef: 4
IN MY: ORCID | DBLP
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