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K-mean algorithm requires total number cluster, k beforehand in order the algorithm operates correctly. This pre-requisite value is needed to ensure the algorithm works on the tested data. In this paper, a test-and-generate approach is applied to estimate total number present in a data. A hybrid Bees Algorithm and cluster validity index are used for this purpose. The modified Bees algorithm is used...
The main function of load profiles is to provide information on the consumer's electrical consumption. Such information is useful for both consumers and suppliers. Consumers can participate in the retail market and keep track of their actual power consumption and suppliers could use such information for load management, develop electricity tariffs, etc. Main objective of this paper is to do cluster...
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