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Chapter and Conference Paper
Gradient Deep Learning Boosting and Its Application on the Imbalanced Datasets Containing Noises in Manufacturing
Imbalanced datasets are usually a challenge on classification tasks, especially in the manufacturing industry. These skewed class distributions bring out the poor performance in traditional machine learning al...
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Article
Open AccessTNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Cytokines are a class of small proteins that act as chemical messengers and play a significant role in essential cellular processes including immunity regulation, hematopoiesis, and inflammation. As one import...
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Article
An Agile Mortality Prediction Model: Hybrid Logarithm Least-Squares Support Vector Regression with Cautious Random Particle Swarm Optimization
Logarithm Least-Squares Support Vector Regression (LLS-SVR) has been applied in addressing forecasting problems in various fields, including bioinformatics, financial time series, electronics, plastic injectio...
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Article
Open AccessRetrospective one-million-subject fixed-cohort survey of utilization of emergency departments due to traumatic causes in Taiwan, 2001–2010
Epidemiological study was needed to evaluate trends in emergency department (ED) utilization that could be taken into account when making policy decisions regarding the delivery and distribution of medical res...
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Article
Open AccessEpidemiological survey of orthopedic joint dislocations based on nationwide insurance data in Taiwan, 2000-2005
The epidemiology of acute orthopedic dislocations is poorly understood. A nationwide database provides a valuable resource for examining this issue in the Taiwanese population.
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Article
Open AccessTreatment incidence of and medical utilization for hospitalized subjects with pathologic fractures in Taiwan-Survey of the 2008 National Health Insurance data
Almost all studies of pathologic fractures have been conducted based on patients with tumours and hospital-based data; however, in the present study, a nationwide epidemiological survey of pathologic fractures...
