Using ANFIS and FML for deploying transparent services in smart environments

G. Acampora; V. Loia; A. Vitiello

doi:10.1109/IMIS.2012.50

Using ANFIS and FML for deploying transparent services in smart environments

G. Acampora
, V. Loia
, A. Vitiello

Information Systems IE&IS

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

5 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	Proceedings of the the 6th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012)
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
Pages	628-633
Number of pages	6
ISBN (Print)	978-1-4673-1328-5
DOIs	https://doi.org/10.1109/IMIS.2012.50
Publication status	Published - 2012
Event	Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing - Palermo, Italy Duration: 4 Jul 2012 → 6 Jul 2012

Conference

Conference	Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing
Country/Territory	Italy
City	Palermo
Period	4/07/12 → 6/07/12

Access to Document

10.1109/IMIS.2012.50

Cite this

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title = "Using ANFIS and FML for deploying transparent services in smart environments",

abstract = "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.",

author = "G. Acampora and V. Loia and A. Vitiello",

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publisher = "Institute of Electrical and Electronics Engineers",

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Acampora, G, Loia, V & Vitiello, A 2012, Using ANFIS and FML for deploying transparent services in smart environments. in Proceedings of the the 6th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012). Institute of Electrical and Electronics Engineers, Piscataway, pp. 628-633, Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, Palermo, Italy, 4/07/12. https://doi.org/10.1109/IMIS.2012.50

Using ANFIS and FML for deploying transparent services in smart environments. / Acampora, G.; Loia, V.; Vitiello, A.
Proceedings of the the 6th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012). Piscataway: Institute of Electrical and Electronics Engineers, 2012. p. 628-633.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

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AU - Loia, V.

AU - Vitiello, A.

PY - 2012

Y1 - 2012

N2 - 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.

AB - 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.

U2 - 10.1109/IMIS.2012.50

DO - 10.1109/IMIS.2012.50

M3 - Conference contribution

SN - 978-1-4673-1328-5

SP - 628

EP - 633

BT - Proceedings of the the 6th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012)

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing

Y2 - 4 July 2012 through 6 July 2012

ER -

Using ANFIS and FML for deploying transparent services in smart environments

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