Fabrício Enembreck
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Adaptive random forests for evolving data stream classification
HM Gomes, A Bifet, J Read, JP Barddal, F Enembreck, B Pfharinger, ...
Machine Learning 106 (9), 1469-1495, 2017
3452017
A survey on ensemble learning for data stream classification
HM Gomes, JP Barddal, F Enembreck, A Bifet
ACM Computing Surveys (CSUR) 50 (2), 1-36, 2017
3302017
A survey on feature drift adaptation: Definition, benchmark, challenges and future directions
JP Barddal, HM Gomes, F Enembreck, B Pfahringer
Journal of Systems and Software 127, 278-294, 2017
742017
Trust and reputation models for multiagent systems
J Granatyr, V Botelho, OR Lessing, EE Scalabrin, JP Barthès, ...
ACM Computing Surveys (CSUR) 48 (2), 1-42, 2015
672015
Distributed constraint optimization problems: Review and perspectives
AR Leite, F Enembreck, JPA Barthes
Expert Systems with Applications 41 (11), 5139-5157, 2014
502014
Personal assistant to improve CSCW
F Enembreck, JP Barthes
The 7th International Conference on Computer Supported Cooperative Work in …, 2002
412002
On dynamic feature weighting for feature drifting data streams
JP Barddal, HM Gomes, F Enembreck, B Pfahringer, A Bifet
Joint european conference on machine learning and knowledge discovery in …, 2016
322016
A framework for dynamic classifier selection oriented by the classification problem difficulty
AL Brun, AS Britto Jr, LS Oliveira, F Enembreck, R Sabourin
Pattern Recognition 76, 175-190, 2018
292018
Web image classification based on the fusion of image and text classifiers
P Kalva, F Enembreck, A Koerich
Ninth International Conference on Document Analysis and Recognition (ICDAR …, 2007
292007
SNCStream: A social network-based data stream clustering algorithm
JP Barddal, HM Gomes, F Enembreck
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 935-940, 2015
272015
SFNClassifier: A scale-free social network method to handle concept drift
JP Barddal, HM Gomes, F Enembreck
Proceedings of the 29th Annual ACM Symposium on Applied Computing, 786-791, 2014
232014
SAE2: advances on the social adaptive ensemble classifier for data streams
HM Gomes, F Enembreck
Proceedings of the 29th annual ACM symposium on applied computing, 798-804, 2014
232014
Interaction Models for Multiagent Reinforcement Learning
R Ribeiro, AP Borges, F Enembreck
Computational Intelligence for Modelling Control & Automation, 2008 …, 2008
232008
A survey on feature drift adaptation
JP Barddal, HM Gomes, F Enembreck
2015 IEEE 27th International Conference on Tools with Artificial …, 2015
222015
Agents for collaborative filtering
F Enembreck, JP Barthès
Cooperative Information Agents VII, 184-191, 2003
212003
SNCStream+: Extending a high quality true anytime data stream clustering algorithm
JP Barddal, HM Gomes, F Enembreck, JP Barthès
Information Systems 62, 60-73, 2016
202016
Analyzing the impact of feature drifts in streaming learning
JP Barddal, HM Gomes, F Enembreck
International Conference on Neural Information Processing, 21-28, 2015
182015
Contribution à la conception d'agents assistants personnels adaptatifs
F Enembreck
182003
Boosting decision stumps for dynamic feature selection on data streams
JP Barddal, F Enembreck, HM Gomes, A Bifet, B Pfahringer
Information Systems 83, 13-29, 2019
172019
Generating action plans for poultry management using artificial neural networks
R Ribeiro, D Casanova, M Teixeira, A Wirth, HM Gomes, AP Borges, ...
Computers and Electronics in Agriculture 161, 131-140, 2019
172019
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