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Titlebook: Engineering Applications of Neural Networks; 12th International C Lazaros Iliadis,Chrisina Jayne Conference proceedings 2011 IFIP Internati

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Subspace-Based Face Recognition on an FPGAcond. Compared to a software implementation on a workstation, our solution achieves the same classification performance (93.3% hit rate), with more than twice the throughput and more than an order of magnitud less power.
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Quantization of Adulteration Ratio of Raw Cow Milk by Least Squares Support Vector Machines (LS-SVM)r adulteration ratio. Grid search approach was used to find the better value of network parameters of . and ... Results show that R. ranges from 0.9662 to 0.9777 for testing data set with plate surface and four concave regions. Scatter plot of testing data showed that adulteration ratio above 10% clearly differs from 0% samples.
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SOM-Based Clustering and Optimization of Productionto the production cells is proposed. The results obtained can be considered as a recommendation for production floor planning that will optimize the production resources and minimize the work and material flow transfer between the production cells.
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Transferring Models in Hybrid Reinforcement Learning Agentsch, implementing both model-free and model-based learning, in order to fully exploit the presence of a model. The empirical evaluation, of the proposed approach, demonstrated significant results and performance improvements in the 3D Mountain Car task, by successfully using the models generated from the standard 2D Mountain Car.
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