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A single high-dimensional and large rule base is replaced by a collection of low-dimensional rule bases with small number of rules.
A fuzzy logic controller (FLC) is used to model the process and a genetic algorithm (GA) helps to select a number of good rules from a manually constructed large rule base of an FLC, based on the opinion of 10 doctors.
For example, Snort, the most commonly used open-source IDS, includes a large rule set containing more than 10,000 signatures [3].
In the legal industry, ML-powered applications can facilitate faster and more accurate legal research, evaluate pleadings and motions for errors, parse and categorize large document sets for discovery and review and identify contracts affected by large rule changes.
Ovarian cancer data normally require a large number of genes, a large rule subset and a large number of initial candidate rules to obtain acceptable testing accuracy.
Therefore, an improved algorithm was developed that is better suited to mine for rare, high confidence FCARs in dense data sets and can scale up to very large rule sets.
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Challenging convention, while operating in a large, rule-bound hierarchical organization.
These works are not focused on the complexity introduced by large rule-sets.
Before we detail the proposed approach, we further investigate the consequences of large rule-sets on the performance of the network.
Since this delay is introduced by every node for every hop, the total round-trip time in a mesh network using large rule-sets makes the network unusable.
Additional similarities can be found in the field of intrusion detection since filtering with large rule-sets presents the same difficulties of traffic inspection with a large database of fingerprints.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com