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  1. Active learning approach to concept drift problem.Bartosz Kurlej & Michal Wozniak - 2012 - Logic Journal of the IGPL 20 (3):550-559.
    The traditional pattern recognition method assumes that the model that is used does not depend on data timing. This assumption is correct for several practical issues but it is not valid for the case where new data frequently becomes available . We could meet the above-mentioned situation in many practical issues, as spam filtering, intrusion detection/prevention or recognition of client behaviour to enumerate only a few. In these cases, the dependencies between the observation and classes are continually changing. Unfortunately, most (...)
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