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Rodrigo G. F. Soares
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Ranking and selecting clustering algorithms using a meta-learning approach
MCP De Souto, RBC Prudencio, RGF Soares, DSA De Araujo, IG Costa, ...
2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008
1092008
Using accuracy and diversity to select classifiers to build ensembles
RGF Soares, A Santana, AMP Canuto, MCP de Souto
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
1022006
Comparative study on normalization procedures for cluster analysis of gene expression datasets
MCP De Souto, DSA De Araujo, IG Costa, RGF Soares, TB Ludermir, ...
2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008
682008
Semisupervised classification with cluster regularization
RGF Soares, H Chen, X Yao
IEEE transactions on neural networks and learning systems 23 (11), 1779-1792, 2012
582012
A dynamic classifier selection method to build ensembles using accuracy and diversity
A Santana, RGF Soares, AMP Canuto, MCP de Souto
2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06), 36-41, 2006
582006
An analysis of meta-learning techniques for ranking clustering algorithms applied to artificial data
RGF Soares, TB Ludermir, FAT De Carvalho
Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009
352009
Empirical comparison of dynamic classifier selection methods based on diversity and accuracy for building ensembles
MCP de Souto, RGF Soares, A Santana, AMP Canuto
2008 IEEE international joint conference on neural networks (IEEE world …, 2008
322008
A cluster-based semisupervised ensemble for multiclass classification
RGF Soares, H Chen, X Yao
IEEE Transactions on Emerging Topics in Computational Intelligence 1 (6 …, 2017
312017
Effort estimation via text classification and autoencoders
RGF Soares
2018 International Joint Conference on Neural Networks (IJCNN), 01-08, 2018
302018
A flexible framework for representing personality in agents
AMC Campos, EB Santos, AMP Canuto, RG Soares, JC Alchieri
Proceedings of the fifth international joint conference on Autonomous agents …, 2006
122006
Efficient cluster-based boosting for semisupervised classification
RGF Soares, H Chen, X Yao
IEEE Transactions on Neural Networks and Learning Systems 29 (11), 5667-5680, 2018
72018
Simulating working environments through the use of personality-based agents
AMP Canuto, AMC Campos, AM Santos, ECM Moura, EB Santos, ...
Ibero-American Conference on Artificial Intelligence, 108-117, 2006
72006
OSNN: An online semisupervised neural network for nonstationary data streams
RGF Soares, LL Minku
IEEE transactions on neural networks and learning systems 34 (9), 6029-6041, 2021
62021
A personality-based model of agents for representing individuals in working organizations
AMP Canuto, AMC Campos, JC Alchiere, ECM de Moura, AM Santos, ...
IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 65-71, 2005
62005
Uso de meta-aprendizado para a seleção e ordenação de algoritmos de agrupamento aplicados a dados de expressão gênica
RGF SOARES
Universidade Federal de Pernambuco, 2008
52008
On the performance of pairings of activation and loss functions in neural networks
RGF Soares, EJS Pereira
2016 International Joint Conference on Neural Networks (IJCNN), 326-333, 2016
22016
Multiagent exploration task in games through negotiation
RGF Soares, AMC Camposii, U PE-Brazil, RN DIMAp
SIMPÓSIO BRASILEIRO DE JOGOS E ENTRETENIMENTO DIGITAL 5, 2006
22006
Métodos de machine learning aplicados no cenário da educação a distância brasileira
CNC Freitas, RMM Gouveia, RGF Soares
INTERNATIONAL SYMPOSIUM ON COMPUTERS IN EDUCATION (SIEE 2020) 22, 2020
12020
Cluster-based semi-supervised ensemble learning
RGF Soares
University of Birmingham, 2014
12014
UAV-Based Classification of Intercropped Forage Cactus: A Comparison of RGB and Multispectral Sample Spaces Using Machine Learning in an Irrigated Area
OB Andrade, AAA Montenegro, MA Silva Neto, LB Sousa, TAB Almeida, ...
AgriEngineering 6 (1), 509-525, 2024
2024
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