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Osteoarthritis (OA) is the most common type of arthritis. Analgesics are widely used in the process of the treatment of arthritis. Analgesics are particularly used by OA patients which may increase the risk of cardiovascular disease by 20% to 50% overall. In this study, we proposed an interpretable model to predict side effects of analgesics on cardiovascular disease for OA patients. One task of our...
Effectuation and causation are two contrasting approaches to new business development. We argue that these two approaches are generic decision-making mechanisms that can coexist with one another and that they are configured in specific ways during different phases in the process of new product creation. These decision-making mechanisms are influenced by internal and external market factors: the nature...
Financial distress prediction has drown a lot of research interests in previous literature, and many studies have shown that artificial intelligence techniques achieve better performance than traditional statistical ones. In this paper, we use Least Squares Support Vector Machine (LSSVM) to carry through empirical study for financial distress prediction of China listed companies. The independent variables...
Chlorophyll content is the essential parameter in photosynthesis determining leaf spectral variation in visible bands. Therefore, the accurate estimation of the forest canopy chlorophyll content is a significant foundation in assessing forest growth and diseases. Hyperspectral remote sensing with high spatial resolution can be used for estimating chlorophyll content. And it is also provided to diagnose...
Since product substitutability would affect the vendor's ordering strategy and the manufacturer's return policy, it is interesting for the manufacturer to make proper return policy for substitutable products such that it is worthwhile to maximize the profit. This paper proposes a two-echelon model composed of a manufacturer and a vendor with two substitutable products under fuzzy demands. In the model,...
The principal purpose of this article is to investigate empirically the relation between intellectual capital and Chinese firmspsila sustainable growth ability. Using data drawn from a sample of 699 companies publicly traded on Chinese Stock Exchange from 2000 to 2006 and Pulicpsilas Value Added Intellectual Coefficient (VAIC) as the efficiency measure of intellectual capital, the author constructs...
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