A tuned hybrid intelligent fruit fly optimization algorithm for fuzzy rule generation and classification
Sign Up to like & getrecommendations! Published in 2017 at "Neural Computing and Applications"
DOI: 10.1007/s00521-017-3115-4
Abstract: Fuzzy rule-based systems (FRBSs) are well-known soft computing methods commonly used to tackle classification problems characterized by uncertainties and imprecisions. We propose a hybrid intelligent fruit fly optimization algorithm (FOA) to generate and classify fuzzy… read more here.
Keywords: algorithm; fuzzy; intelligent fruit; fuzzy rule ... See more keywords
A fuzzy rule-based PID controller for dynamic positioning of vessels in variable environmental disturbances
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Marine Science and Technology"
DOI: 10.1007/s00773-019-00689-2
Abstract: Conventional dynamic positioning systems are based on PID controllers and an extended Kalman filter or a nonlinear state observer. However, it is nontrivial to tune the control parameters, and the station-keeping performance varies with environmental… read more here.
Keywords: based pid; rule based; dynamic positioning; controller ... See more keywords
Earthquake hazard assessment in the Zagros Orogenic Belt of Iran using a fuzzy rule-based model
Sign Up to like & getrecommendations! Published in 2017 at "Acta Geophysica"
DOI: 10.1007/s11600-017-0055-4
Abstract: Producing accurate seismic hazard map and predicting hazardous areas is necessary for risk mitigation strategies. In this paper, a fuzzy logic inference system is utilized to estimate the earthquake potential and seismic zoning of Zagros… read more here.
Keywords: zagros; zagros orogenic; orogenic belt; using fuzzy ... See more keywords
Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Fuzzy Systems"
DOI: 10.1007/s40815-021-01119-5
Abstract: Since social and environmental conditions have changed dramatically in recent years, the spectrum of diseases caused by infections is also evolving rapidly. The outspread of COVID-19 has resulted in an emergency situation across the globe… read more here.
Keywords: factors respond; fuzzy; dematel fuzzy; rule based ... See more keywords
Using interpretable fuzzy rule-based models for the estimation of soil organic carbon from VNIR/SWIR spectra and soil texture
Sign Up to like & getrecommendations! Published in 2019 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2019.03.011
Abstract: Abstract In this paper, the use of a novel evolutionary fuzzy rule-based system (FRBS) for the prediction of Soil Organic Carbon from visible, near-infrared, and short-wave infrared (VNIR/SWIR) spectra and the textural information as additional… read more here.
Keywords: fuzzy rule; soil; swir spectra; vnir swir ... See more keywords
Fuzzy rule-based model for outlier detection in a Topical Negative Pressure Wound Therapy Device.
Sign Up to like & getrecommendations! Published in 2021 at "ISA transactions"
DOI: 10.1016/j.isatra.2021.01.046
Abstract: This paper proposes a novel method for offline outlier detection in nonlinear dynamical systems using an input-output dataset of a Topical Negative Pressure Wound Therapy Device, NPWT. The fundamental characteristics of an NPWT describe a… read more here.
Keywords: topical negative; outlier detection; fuzzy rule;
A New Monotone Fuzzy Rule Relabeling Framework With Application to Failure Mode and Effect Analysis Methodology
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3014509
Abstract: A monotone fuzzy rule relabeling (MFRR) algorithm has been introduced previously for tackling the issue of a non-monotone fuzzy rule base in the Takagi-Sugeno-Kang (TSK) Fuzzy Inference System (FIS). In this paper, we further propose… read more here.
Keywords: fuzzy rule; rule; monotone fuzzy; methodology ... See more keywords
Providing Healthcare-as-a-Service Using Fuzzy Rule Based Big Data Analytics in Cloud Computing
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2018.2799198
Abstract: With advancements in information and communication technology, there is a steep increase in the remote healthcare applications in which patients can get treatment from the remote places also. The data collected about the patients by… read more here.
Keywords: big data; rule based; proposed scheme; fuzzy rule ... See more keywords
Granular Aggregation of Fuzzy Rule-Based Models in Distributed Data Environment
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2020.2973956
Abstract: Quite often, complex systems or phenomena are observed from various points of view yielding the particular subsets of data usually being composed of locally available attributes. Such datasets give rise to individual models. As is… read more here.
Keywords: fuzzy rule; based models; aggregation; aggregation fuzzy ... See more keywords
Monotone Fuzzy Rule Interpolation for Practical Modelling of the Zero-Order TSK Fuzzy Inference System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3057239
Abstract: Formulating a generalized monotone fuzzy rule interpolation (MFRI) model is difficult. A complete and monotone fuzzy rule-base is essential for devising a monotone zero-order TSK FIS model. However, such a complete and monotone fuzzy rule-base… read more here.
Keywords: fuzzy rule; rule base; monotone fuzzy; fuzzy ... See more keywords
Fuzzy Rule Interpolation With $K$-Neighbors for TSK Models
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3136359
Abstract: When a fuzzy system is presented with an incomplete (or sparse) rule base, fuzzy rule interpolation (FRI) offers a useful mechanism to infer conclusions for unmatched observations. However, most existing FRI methodologies are established for… read more here.
Keywords: interpolation neighbors; rule; fuzzy rule; rule interpolation ... See more keywords