In an ambient assisted living environment, raw data can often be very noisy making is difficulty to interrupt by a decision and reasoning system. To help reduce the effects of noise, we propose a decision and reasoning system which combines an interval fuzzy system and a self-organising fuzzy neural network (SOFNN) is presented in this paper. The method exploits the use of a trained standard SOFNN structure from a fuzzy neural network to initialise the proposed approach. Simulation results show that the proposed structure is more suitable for uncertain situations demonstrating a high level of robustness.
|Title of host publication||Unknown Host Publication|
|Publisher||International Academy, Research, and Industry Association|
|Number of pages||6|
|Publication status||Published - 25 May 2014|
|Event||Cognitive 2014 - Venice, Italy|
Duration: 25 May 2014 → …
|Period||25/05/14 → …|