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Titlebook: Knowledge Management and Acquisition for Intelligent Systems; 17th Pacific Rim Kno Hiroshi Uehara,Takayasu Yamaguchi,Quan Bai Conference pr

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oners in geospatial science and technology industry. It is also suitable as a reference book for upper level college students and graduate students in geospatial technology, geosciences, resource management, an978-1-4899-8109-7978-1-4419-0050-0
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C-LIME: A Consistency-Oriented LIME for Time-Series Health-Risk Predictions, evaluate proposed method using more than 10,000 medical examination data. Accuracy was improved by 16% at the maximum compared to the baseline that output the risk at year . + 1,2,3 equaling to that at year .. Also, proposed LIME called C-LIME improve number of employees whom we can provide consist
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Discriminant Knowledge Extraction from Electrocardiograms for Automated Diagnosis of Myocardial InfIn contrast, we propose an end-to-end trainable solution for MI diagnosis, which (1) uses 12 ECG leads; (2) fuses the leads at data-level by stacking their spectrograms; (3) employs transfer learning to encode features rather than learning representations from scratch; and (4) uses a recurrent neura
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Stabilizing the Predictive Performance for Ear Emergence in Rice Crops Across Cropping Regions,d on the findings, hidden Markov models are applied to the micro climate data to create engineered variables that represent the implicit time dependent regional characteristics. The efficiency of these variables is empirically studied, and the results show a significant improvement in the regional p
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Attributed Heterogeneous Network Embedding for Link Prediction,The proposed method first obtains nodes attribute information, homogeneous and heterogeneous structure information as three views of the network and learns network embeddings of the three views through different technologies respectively. Then, an attention mechanism is utilized to fuse the embeddin
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Accelerating the Backpropagation Algorithm by Using NMF-Based Method on Deep Neural Networks,ithm. However, the BP algorithm often requires a lot of computation time, which remains a major challenge. Thus, to reduce the time complexity of the BP algorithm, several methods have been proposed so far, but few do not apply to the BP algorithm. In the meantime, a new DNN algorithm based on nonne
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