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As a new area of machine learning research, the deep learning algorithm has attracted a lot of attention from the research community. It may bring human beings to a higher cognitive level of data. Its unsupervised pre-training step allows us to find high-dimensional representations or abstract features which work much better than the principal component analysis (PCA) method. However, it will face...
It is a frequently encountered problem to calculate the area of target region in image processing. Based on an improved algorithm of contour extracting, a method for calculating the area of target region was advanced. First, the contour is extracted from the binary image, while note the location and type information of the contour points. Next, the area of target region is calculated by weighting...
This paper combined the characteristic of mobile customers churn data, through compare, point out the problem of existing forecast model and the deficiency of traditional vector machine in forecast model. Aimed at the problem of mobile customers churn, established supporting vector machine forecasting model based on ICSVM arithmetic. Through mobile customer data set testing, compare this model to...
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