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With AdaBoost being constructed, base classifiers are more and more concentrating on instances which are difficult to classify. And base classifiers are only favourite to these instances. After a base classifier is constructed, it's voting weight for final decision is determined and be the same to all test instances no matter which class a test instance belongs to. Considering these problems, the...
PSO has been proved as an effective supervised learning system in recent years, but it's not an effective method for incremental learning problems. Aiming at the incremental learning target for classification, a hybrid algorithm of Particle Swarm Optimization (PSO) and Artificial Immune System (AIS) called Immune based PSO (IPSO) is presented in this paper. IPSO inherits the incremental learning ability...
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