Using ANFIS and FML for deploying transparent services in smart environments

G. Acampora, V. Loia, A. Vitiello

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

5 Citaten (Scopus)

Samenvatting

This paper introduces a proposal for a smart environment capable of deploying enhanced services by using a synergic approach based on Adaptive Neuro-Fuzzy Inference System (ANFIS) and Fuzzy Markup Language (FML). In detail, this approach realizes a long-life learning strategy able to generate context-aware services and actualize them through abstraction techniques in order to maximize the users' comfort and hardware interoperability level. As will be shown in experimental results, where a usability study has been performed, the proposed approach is capable of anticipating user's requirements by automatically generating the most suitable collection of interoperable services for improving users' comfort.
Originele taal-2Engels
TitelProceedings of the the 6th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012)
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's628-633
Aantal pagina's6
ISBN van geprinte versie978-1-4673-1328-5
DOI's
StatusGepubliceerd - 2012
EvenementSixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing - Palermo, Italië
Duur: 4 jul 20126 jul 2012

Congres

CongresSixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing
Land/RegioItalië
StadPalermo
Periode4/07/126/07/12

Vingerafdruk

Duik in de onderzoeksthema's van 'Using ANFIS and FML for deploying transparent services in smart environments'. Samen vormen ze een unieke vingerafdruk.

Citeer dit