Titlebook: Research and Development in Intelligent Systems XXVI; Incorporating Applic Max Bramer,Richard Ellis,Miltos Petridis Conference proceedings

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A kernel extension to handle missing dataark problems showing different amounts of missing values and variable types. Our experimental results are very satisfactory, because they usually yield slight to much better improvements over those achieved with standard methods.

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A Sliding Windows based Dual Support Framework for Discovering Emerging Trends from Temporal Datarns (JEPs) from time series data using a sliding window technique. Our approach is particularly effective when performing trend analysis in order to explore the itemset variations over time. Our proposed framework is different from the previous work on JEP in that we do not rely on itemsets borders

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Dual Rationality and Deliberative Agents of artificial agents is heavily dominated by formal models based on reason such as game theory, decision theory and logic—despite that fact that formal reasoning will not necessarily lead to superior real-world decisions. Further the Nobel Laureate Friedrich Hayek warns us of the ‘fatal conceit’ in

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A New Approach to Influence Diagrams Evaluationtility over a set of policies by traversing an AND/OR search space associated with an influence diagram. AND/OR search spaces accommodate advanced algorithmic schemes for graphical models which can exploit the structure of the problem. The algorithm also exploits the deterministic information encode