Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)
Einzigartiges Zentrum
Instituto Politécnico de Viana do Castelo
Viana do Castelo, PortugalPublikationen in Zusammenarbeit mit Forschern von 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