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Titlebook: Improved FMEA Methods for Proactive Healthcare Risk Analysis; Hu-Chen Liu Book 2019 Springer Nature Singapore Pte Ltd. 2019 FMEA.Failure M

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Hu-Chen Liuy, it optimizes the network iteratively through switching nodes until the score of network no longer increases. The experimental results show that . can learn a network structure with higher accuracy than other .-tree algorithms in a given limited time..Availability and implementation: codes and exp
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Hu-Chen Liued on encoding contrast and classification correction. This algorithm divides the model into an encoder and a classifier. It utilizes prototype contrastive training of the model encoder and unbiased classification correction of the classifier. This approach notably improves the accuracy of the globa
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Hu-Chen Liuand model weight similarities of vehicles. Clustering of vehicles can alleviate the impact of Non-IID data, and the joint training of data vehicles can reduce resource consumption and mitigate the straggler effect. In addition, we adopt a semi-asynchronous FL aggregation mechanism to reduce communic
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Hu-Chen Liues to suppress useless information expression in skip connections and upsampling processes while focusing more on effective spatial and channel information in features. The experiments show that our proposed network gets superior performance than benchmark methods and indicates the generalization an
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Hu-Chen Liuh before pooling. Through TreePool, multiple views of representation are learned and fused to obtain the final code graph representation. We conduct TreePool on a supervised framework and experimental results demonstrate that the average improvements on two real-world datasets in terms of accuracy a
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es to suppress useless information expression in skip connections and upsampling processes while focusing more on effective spatial and channel information in features. The experiments show that our proposed network gets superior performance than benchmark methods and indicates the generalization an
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Book 2019cience and engineerin. It can be considered as the guiding document for how a healthcare organization proactively identifies, manages and mitigates the risk of patient harm. This book also serves as a valuable reference for postgraduate and senior undergraduate students..
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