Using ANFIS and FML for Deploying Transparent Services in Smart Environments
Using ANFIS and FML for Deploying Transparent Services in Smart Environments
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.
- Università degli studi di Salerno Italy
- Technical University Eindhoven Netherlands
- University Federico II of Naples Italy
Fuzzy Markup Language, Adaptive neuro-fuzzy inference system, Internet, Markup languages, Interoperable services, Ubiquitous computing, Ambient Intelligence, Abstraction techniques; Adaptive neuro-fuzzy inference system; Ambient intelligence; Context aware services; Interoperable services; Long-life learning; Neural computing; Smart environment; Usability studies, Computer programming languages; Fuzzy systems; Information services; Internet; Markup languages; Ubiquitous computing, Interoperability; Ambient Intelligence; Fuzzy Markup Language; Fuzzy Systems; Neural Computing; Smart Environments, Smart Environments, Smart environment, Fuzzy systems, Interoperability, Usability studies, Fuzzy Systems, Computer programming languages, Neural computing, Context aware services, Abstraction techniques, Ambient intelligence, Long-life learning, Information services, Neural Computing
Fuzzy Markup Language, Adaptive neuro-fuzzy inference system, Internet, Markup languages, Interoperable services, Ubiquitous computing, Ambient Intelligence, Abstraction techniques; Adaptive neuro-fuzzy inference system; Ambient intelligence; Context aware services; Interoperable services; Long-life learning; Neural computing; Smart environment; Usability studies, Computer programming languages; Fuzzy systems; Information services; Internet; Markup languages; Ubiquitous computing, Interoperability; Ambient Intelligence; Fuzzy Markup Language; Fuzzy Systems; Neural Computing; Smart Environments, Smart Environments, Smart environment, Fuzzy systems, Interoperability, Usability studies, Fuzzy Systems, Computer programming languages, Neural computing, Context aware services, Abstraction techniques, Ambient intelligence, Long-life learning, Information services, Neural Computing
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