Everardo Maia

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The Evolutionary Self-Organizing Map (EvSOM) is a recently proposed robust approach for topographic map formation that is based on evolutionary algorithms. In this work, a variant of EvSOM is proposed in order to fully exploit the neighborhood preservation property of the topographic maps induced by it when dealing with the image registration (IR) problem.(More)
Network traffic behavior is constantly changing due to issues as high service demand on a given service, network attacks, emergence of new services, among others. Although network traffic characterization and classification is a well-known task, it must mainly be effective in real-time anomalous situations in order to help to keep the network with good(More)
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