Titlebook: Artificial Intelligence XXXV; 38th SGAI Internatio Max Bramer,Miltos Petridis Conference proceedings 2018 Springer Nature Switzerland AG 20

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Secure Third Party Data Clustering Using , Data: Multi-User Order Preserving Encryption and Super Send evaluation purposes. The results indicate that the proposed solution is efficient and produces comparable clustering configurations to those produced using an unencrypted, “standard”, algorithm; while maintaining data privacy and security.

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Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks properties of the pairs drive exploitation. We adopt curriculum learning to organise the ordering of pairs at training time using similarity knowledge as a heuristic for pair sorting. The results of our experimental evaluation show that these strategies are key to optimising training.

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0302-9743 elligence, AI 2018, held in Cambridge, UK, in December 2018...The 25 full papers and 12 short papers presented in this volume were carefully reviewed and selected from 46 submissions. There are technical and application papers which were organized in topical sections named: Neural Networks; Planning

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https://doi.org/10.1007/978-3-319-90321-7y generated maps of varying sizes showed that Directed Recursion Search calculated near-optimal paths in less time, by expanding fewer nodes, and with less memory required to store the paths, than A* or depth-first search.

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