The Viterbi Algorithm for Subset Selection

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Subset selection problems are relevant in many domains. Unfortunately, their combinatorial nature prohibits solving them optimally in most cases. Local search algorithms have been applied to subset selection with varying degrees of success. This work presents COMPSET, a general algorithm for subset selection that invokes an existing local search algorithm from a random subset and its complement...

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Intrusion detection systems are designed to provide security in computer networks, so that if the attacker crosses other security devices, they can detect and prevent the attack process. One of the most essential challenges in designing these systems is the so called curse of dimensionality. Therefore, in order to obtain satisfactory performance in these systems we have to take advantage of app...

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ژورنال

عنوان ژورنال: IEEE Signal Processing Letters

سال: 2015

ISSN: 1070-9908,1558-2361

DOI: 10.1109/lsp.2014.2360881