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Support vector machine (SVM) is one of the most powerful techniques for supervised classification. However, the performances of SVMs are based on choosing the proper kernel functions or proper parameters of a kernel function. It is extremely time consuming by applying the k-fold cross-validation (CV) to choose the almost best parameter. Nevertheless, the(More)
An optimistic outlook has returned to the field of artificial intelligence (AI) 45 years after the pronouncement by computer scientist John McCarthy that a thinking machine could be created within a decade. Fueling the renewed optimism is rapid progress in AI technologies. The strides that AI has made in recent years are especially apparent in its(More)
Establishing a good algorithm for predicting temperature of thermostable proteins is an important issue. In this study, an improved thermostable proteins prediction method using Hurst exponent and Choquet integral regression model based on completed L-measure is proposed. The main idea of this method is to integrate the physicochemical properties, fractal(More)
Mesenchymal stem cells (MSC) are important cellular component of the bone marrow microenvironment in supporting hemopoiesis. Li J et al reported previously that MSCs are resistant to chemotherapy commonly used in hematologic malignancies but are relatively sensitive to anti-microtubule agents. However, the response of MSCs to other chemotherapeutic agents(More)
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