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In view of the high-dimensional data stream characteristics of Omni-Channel consumer behavior, the synopsis generation algorithm of the Omni-Channel consumer segmentation was created based on the Omni-Channel customer value. The evolutionary data stream clustering algorithm of Omni-Channel consumer segmentation was proposed based on time attenuation model and sliding window model, which deal with...
Designing Quantitative Structure-Activity Relationship (QSAR) models has been a recurrent research interest for biologists and computer scientists. An example is to predict the toxicity of chemical compounds using their structural properties as features represented by graphs. A popular method to classify these graphs is to exploit classifiers such as support vector machines (SVMs) and graph kernels...
The Ant colony algorithm is an intelligent algorithm with its better robustness and parallelism, as well as the advantage combined easily with other algorithms. Each ant Agent does not need to have a comprehensive understanding to the every aspect of the system so the individual Agent is considered as the main object of study. In the paper, supermarket customer subdivision model was researched by...
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