Aplicação da Tecnologia Adaptativa em Aprendizado de Máquinas (Applying Adaptive Technology in Machine Learning)

Renata Luiza Stange (rlstange@gmail.com)1, João José (jjneto@gmail.com)2


1Universidade Tecnológica Federal do Paraná
2Escola Politécnica da USP

This paper appears in: Revista IEEE América Latina

Publication Date: Oct. 2014
Volume: 12,   Issue: 7 
ISSN: 1548-0992


Abstract:
Incremental learning requires a learning mechanism based on the information extracted from dynamically accumulated experiments. The term “adaptivity” means the ability of a learning process to change its own set of rules in response to events occurred during the learning process. This work purposes to investigate the application of adaptive techniques in machine learning process. In order to achieve this target, the use of adaptive devices to represent the knowledge gathered through incremental learning is proposed.

Index Terms:
Adaptivity, Adaptive Technology, Machine Learning, Incremental Learning   


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