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MicroRNAs (miRNAs) are small, non-coding RNA molecules that regulate gene expression in almost all plants and animals. They play an important role in key processes, such as proliferation, apoptosis, and pathogen–host interactions. Nevertheless, the mechanisms by which miRNAs act are not fully understood. The first step toward unraveling the function of a particular miRNA is the identification of its...
One of the most interesting and important issues in the machine learning and data mining research areas is high accuracy classification. Imbalance data is a great challenge. The imbalance data is a kind of situation when the number of one data member class is significantly smaller than the other class. In the recent years this issue has got more attention among many researchers all over the world...
Component obsolescence is a fact causing high values of losses and management costs. It always happens when some components of a complex system have the life time less than the expected life time for the whole system. Artificial Intelligence fields could help managers with component obsolescence problem. There have been lots of researches focusing on key factors of component obsolescence risk but...
The process of pairwise comparison (PC) in AHP requires the decision maker to fill a total number of kn elements in k matrices (n and k are the number of alternatives and criteria, respectively). The decision making process becomes a more time consuming process with a higher possibility of making human errors by the increase in the value of kn. In this paper, a self regulating approach to AHP's PC,...
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