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An incremental learning of environment properties is considered.
We also discuss the speech-aided incremental learning of new faces.
This SV system is suitable for incremental learning of new signature samples.
The evolving system is capable, after incremental learning, of maintaining its detection and classification performance even in such situations.
The next section describes a methodology that aims at the incremental learning of environment properties based on moving agents' observations.
A novel DPSO-based learning strategy is also presented for incremental learning of new data with this ACS.
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A particular focus is the functional realization of online and incremental learning for the task of appearance-based object recognition of many complex-shaped objects.
Finally, a rapid incremental learning algorithm of AdaBoost is designed to significantly improve the performance of AdaBoost.
Experimental results demonstrate that the proposed approaches not only speed up the training and incremental learning processes of AdaBoost, but also yield better or competitive vehicle classification accuracies compared with several state-of-the-art methods, showing their potential for real-time applications.
We offer an incremental learning account of these findings.
The above process is called the incremental learning algorithm of constructing RBF hidden neurons.
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