loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock
A Framework for Automatic Generation of Fuzzy Evaluation Systems for Embedded Applications

Topics: Applications: Fuzzy Systems in Robotics, Fuzzy Image, Speech and Signal Processing, Vision and Multimedia, Pattern Recognition, Financial and Medical Applications, Fuzzy Information Retrieval and Data Mining, Big Data and Cloud Computing, Industrial and Real World Applications, System Identification and Fault Detection, Natural Language Processing, Security Systems; Fuzzy Hardware/Software, Fuzzy Architectures; Fuzzy Systems Design

Authors: Daniele De Martini ; Gianluca Roveda ; Alessandro Bertini ; Agnese Marchini and Tullio Facchinetti

Affiliation: Università degli Studi di Pavia, Italy

Keyword(s): Fuzzy System, Fuzzy Logic, Fuzzy Indices, F-IND, Automatic Rule Generation.

Abstract: Fuzzy logic is a powerful modelling approach to build control applications and to generate knowledge-based evaluation indices. In both cases, however, the applicability to complex systems is limited by the effort required to formulate the rules, whose number grows rapidly with the number of input variables and membership functions. This work presents a framework that implements the F-IND fuzzy model to simplify the formulation of fuzzy indices, where the rules are automatically generated on the basis of the specification of best and worst cases on the membership functions of each input variable. The paper discusses the method and presents the organization of the framework that allows automatic code generation, targeting the efficient execution of the calculations on an embedded system. The framework has been tested and validated on real hardware.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.144.10.14

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
De Martini, D.; Roveda, G.; Bertini, A.; Marchini, A. and Facchinetti, T. (2017). A Framework for Automatic Generation of Fuzzy Evaluation Systems for Embedded Applications. In Proceedings of the 9th International Joint Conference on Computational Intelligence (IJCCI 2017) - IJCCI; ISBN 978-989-758-274-5; ISSN 2184-3236, SciTePress, pages 281-288. DOI: 10.5220/0006501802810288

@conference{ijcci17,
author={Daniele {De Martini}. and Gianluca Roveda. and Alessandro Bertini. and Agnese Marchini. and Tullio Facchinetti.},
title={A Framework for Automatic Generation of Fuzzy Evaluation Systems for Embedded Applications},
booktitle={Proceedings of the 9th International Joint Conference on Computational Intelligence (IJCCI 2017) - IJCCI},
year={2017},
pages={281-288},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006501802810288},
isbn={978-989-758-274-5},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 9th International Joint Conference on Computational Intelligence (IJCCI 2017) - IJCCI
TI - A Framework for Automatic Generation of Fuzzy Evaluation Systems for Embedded Applications
SN - 978-989-758-274-5
IS - 2184-3236
AU - De Martini, D.
AU - Roveda, G.
AU - Bertini, A.
AU - Marchini, A.
AU - Facchinetti, T.
PY - 2017
SP - 281
EP - 288
DO - 10.5220/0006501802810288
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic