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The methodology to handle concept drift is discussed in "Handling concept-drift" section.
The research work carried out by Spinosa et al. [7], presented a technique to handle concept evolution and concept drift, along with infinite length problem.
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But their thinking is too ambiguous, the nature of human striving and aspiration is too various, and social scientific methods are inadequate to meaningfully handle concepts like wisdom and meaning.
The set of designed numerical operators is based on a specific dilation operator that makes it possible to handle concepts like "between" or "left of" over sparse representations of image data such as graphs.
To handle concept-drift the cluster or class to which the instance "OUTk" originally belongs and word set "Sj" is found.
In the frame of the power plant conceptual studies (PPCS) launched by the European Commission, two main blanket handling concepts have been investigated with respect to engineering feasibility and the impact on the plant availability and on cost: the large module handling concept (LMHC) and the large sector handling concept (LSHC).
In Case-base Maintenance (CBM), case-base editing strategies to revise the case-base have proven to be effective instance selection approaches for handling concept drift.
Motivated by current issues related to CBR techniques in handling concept drift, we present a two-stage case-base editing technique.
In order to be effective in a practical environment, anomaly detection systems have to be capable of online learning and handling concept drift.
The LMHC has been considered as the reference handling concept while the LSHC has been considered as an attractive alternative to the LMHC due to its potential of smaller replacement times and hence increasing the plant availability.
The process of handling concept evolution also handles creation of novel class.
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