Titlebook: Hybrid Artificial Intelligence Systems; 4th International Co Emilio Corchado,Xindong Wu,Bruno Baruque Conference proceedings 2009 Springer-

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A Real-Time Person Detection Method for Moving Camerassification methods, which present high accuracy rates at expenses of a higher computational cost, are applied over boosting candidates providing the final prediction. Experimental results show that the proposed method performs effectively and efficiently, which supports its suitability for real applications.

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Unsupervised Methods for Anomalies Detection through Intelligent Monitoring Systemsal behaviours on the system being monitored. This approach has been tested into a real-world monitored system related to the railway domain, and the results show how it is possible to successfully identify new abnormal system behaviours beyond those previously modelled well-known problems.

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A Framework for Dynamical Intention in Hybrid Navigating Agentsconventional intentions. After describing our framework, we briefly summarize simple demonstrations of our approach, suggesting that dynamical intention-guided intelligence can potentially extend benefits of reactivity without compromising advantages of deliberation in a hybrid agent.

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