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07/25/2021
Decision-forest voting scheme for classification of rare classes in network intrusion detection
In this paper, Bayesian based aggregation of decision trees in an ensemb...
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01/15/2020
On Model Evaluation under Non-constant Class Imbalance
Many real-world classification problems are significantly class-imbalanc...
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06/21/2019
Joint Detection of Malicious Domains and Infected Clients
Detection of malware-infected computers and detection of malicious web d...
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12/04/2018
Bad practices in evaluation methodology relevant to class-imbalanced problems
For research to go in the right direction, it is essential to be able to...
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02/08/2017