Grupo de Sistemas Intelixentes
Grupo GSI
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Instituto Politécnico de Viana do Castelo
Viana do Castelo, PortugalPublicacións en colaboración con investigadores/as de Instituto Politécnico de Viana do Castelo (9)
2014
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Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation
Neural Networks, Vol. 50, pp. 60-71
2012
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Evolutionary intelligence in asphalt pavement modeling and quality-of-information
Progress in Artificial Intelligence, Vol. 1, Núm. 1, pp. 119-135
2011
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Direct parallel perceptrons (DPPs): Fast analytical calculation of the parallel perceptrons weights with margin control for classification tasks
IEEE Transactions on Neural Networks, Vol. 22, Núm. 11, pp. 1837-1848
2010
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A parallel perceptron network for classification with direct calculation of the weights optimizing error and margin
Proceedings of the International Joint Conference on Neural Networks
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Fast weight calculation for kernel-based perceptron in two-class classification problems
Proceedings of the International Joint Conference on Neural Networks
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Fast weight calculation for kernel-based perceptron in two-class classification problems
2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010
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Handling incomplete information in an evolutionary environment
2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
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Integrating incomplete information into the relational data model
WCE 2010 - World Congress on Engineering 2010
2009
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Wine Vinification prediction using Data Mining tools
COMPUTING AND COMPUTATIONAL INTELLIGENCE, PROCEEDINGS