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In this paper, we have proposed two new approaches Per_SPAM and Mis_SPAM. Per_SPAM is the periodic approach to discover frequent patterns in item sequences. Mis_SPAM is the minimum item support approach to extract rare items. The outcome of these approaches is the proposal of a new algorithm called New_SPAM which incorporates periodic and minimum item support approach. The new algorithm assigns minimum...
As users access the web pages of a website, sequences containing the web pages are stored in the web server logs. These web server logs can be used to analyze the behavior of website users. This paper presents a pioneering comparison study of five most important sequential pattern mining algorithms on web click stream datasets. The performance of algorithms is compared against running time and maximum...
The concept behind this particular aspect lies on the fact to determine and customize the simplicity and the most basic scenario. The basicity lies on the fact that we have been using the concept of Data Mining and even the algorithms are included that merely includes the efficiency of NIDS that is Network Intrusion Detection System. We have seen a lot of aspects and different concepts being used...
Image processing is the most frequently used technique in computer vision like target detection of monitored target images to recognize background clutter and observed target images. To evaluate the performance of various image processing algorithms, image clutter metrics are very important and useful factors for the better visual conception such as increasing the probability of detection, decreasing...
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