Titlebook: Intelligent Science and Intelligent Data Engineering; Second Sino-foreign- Yanning Zhang,Zhi-Hua Zhou,Ying Li Conference proceedings 2012 S

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INERT

Discrimination between Benign and Malignant Breast Cancers in Ultrasound Images Based on Cost-Sensit the optimal classification parameters are obtained by cross validation. Experiment shows that cost-sensitive AdaBoost performs the best, with AUC (area under receive operating characteristic curve) at 0.859 in the condition of controlled FNR (false negative rate) at 5%, better than CS-RealBoost and CS-LogitBoost.

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Conference proceedings 2012held in Xi‘a(chǎn)n, China, in October 2011. The 97 papers presented were carefully peer-reviewed and selected from 389 submissions. The IScIDE papers in this volume are organized in topical sections on machine learning and computational intelligence; pattern recognition; computer vision and image process

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A Path Prediction Method for Human-Accompanying Mobile Robot Based on Neural Networkccompanying human is detected using an in-vehicle laser range sensor (LRS). A new filter gets a smoothed track from raw LRS data of human footprints. Back propagation neural network predicts future positions of the accompanying human from the human track. Based on the future positions, a cubic splin

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清澈

Remarks on Multi-layer Quantum Neural Network Controller Trained by Real-Coded Genetic Algorithm neurons as its information processing unit are considered and a direct neural network controller using the multi-layer quantum neural networks is proposed. A real-coded genetic algorithm is applied instead of a back-propagation algorithm for the supervised training of the multi-layer quantum neural