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Titlebook: Computational Science — ICCS 2003; International Confer Peter M. A. Sloot,David Abramson,Albert Y. Zomaya Conference proceedings 2003 Sprin

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A Bayes Algorithm for the Multitask Pattern Recognition Problem - Direct Approachation in a pattern recognition task, denotes a knowledge of the classes probabilities and the class-conditional probability density functions. Optimal algorithm for the selected loss function will be presented. Some tests for algorithm with learning were done.
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Constructing a Near-Minimal-Volume Computational Box for Molecular Dynamics Simulations with Perioding a computational box with near minimal volume. In this article a method is presented to construct such a box, and the method is tested on a significant number of macromolecules. The volume of the resulting boxes proves to be typically 40% of the volume of usual boxes, and as a result the simulation time decreases with typically 60%.
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/c/image/233111.jpg
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An Optimization-Based Approach to Patient Grouping for Acute Healthcare in Australiablem based on the nonsmooth optimization techniques is developed. The issues of applying this algorithm to large data sets are discussed and a feature selection procedure is demonstrated. The algorithm is then applied to a hospital data set to generate new knowledge about different patterns of patients resource consumption.
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