http://conference.iproms.org/taxonomy/term/117/0 en http://conference.iproms.org/immune-network_inspired_machine_learning_algorithm_-_isle <p>This paper proposes a novel algorithm for the extraction of rule sets. The extraction technique utilised is inspired by the immune system and its pattern recognition capabilities.&nbsp; The concept of an immune network is used which enables the algorithm to generate rule sets in an incremental manner.&nbsp; Such an immune network also enables the algorithm to learn from training examples that&nbsp; have not had classes specified.&nbsp; The algorithm developed is tested against several different example data sets and shows itself to be at least comparable to existing algorithms.</p> http://conference.iproms.org/immune-network_inspired_machine_learning_algorithm_-_isle#comment title immune networks immune systems Machine Learning rule extraction Mon, 27 Jun 2005 12:54:26 +0000 soroka 506 at http://conference.iproms.org