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selecting relevant features for machine learning modeling improves the performance of the learning methods. Mutual information (MI) is known to be used as relevant criterion for selecting feature subsets from input dataset with a nonlinear relationship to the predicting attribute. However, mutual information estimator suffers the following limitation; it depends on smoothing parameters, the feature...
The application of machine learning models such as support vector machine (SVM) and artificial neural networks (ANN) in predicting reservoir properties has been effective in the recent years when compared with the traditional empirical methods. Despite that the machine learning models suffer a lot in the faces of uncertain data which is common characteristics of well log dataset. The reason for uncertainty...
Anonymity systems try to conceal the relationship between the communicating entities in network communication. Popular systems, such as Tor and JAP, achieve anonymity by forwarding the traffic through a sequence of relays. In particular, Tor protocol constructs a circuit of typically 3 relays such as no single relay knows both the source and destination of the traffic. A known attack on Tor consists...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.