Novel approach for forecasting the blast-induced AOp using a hybrid fuzzy system and firefly algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Engineering with Computers"
DOI: 10.1007/s00366-019-00725-0
Abstract: Air overpressure (AOp) produced by blasting is one of the environmental hazards of mining operations. Accordingly, the accurate prediction of AOp is very important, and this issue requires the application of appropriate prediction models. With… read more here.
Keywords: fuzzy system; aop using; using hybrid; model ... See more keywords
T–S Fuzzy Model Identification with Sparse Bayesian Techniques
Sign Up to like & getrecommendations! Published in 2019 at "Neural Processing Letters"
DOI: 10.1007/s11063-019-10071-3
Abstract: This paper introduces a novel method for fuzzy modeling based on sparse Bayesian techniques. The sparse representation problems in the Takagi–Sugeno (T–S) fuzzy system identification are studied, which is to establish a T–S fuzzy system… read more here.
Keywords: fuzzy; fuzzy system; bayesian techniques; model ... See more keywords
Observer-based Controller Design for A T-S Fuzzy System with Unknown Premise Variables
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-018-0245-0
Abstract: For the stabilization problem of T-S fuzzy system, a new observer-based controller design approach is proposed when premise variables are not accessible. With a fuzzy observer, the estimated states error system is described as two… read more here.
Keywords: system; unknown premise; observer based; premise ... See more keywords
A distributed fuzzy system for dangerous events real-time alerting
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-018-1102-y
Abstract: In recent years, several dangerous events (such as terrorism, violent crimes, explosions) happened across the globe. In some cases, some events simultaneously occurred in different places in the same city. The primary method used for alerting… read more here.
Keywords: distributed fuzzy; real time; fuzzy system; dangerous events ... See more keywords
Rule number and approximation of the hybrid fuzzy system based on binary tree hierarchy
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-016-0622-z
Abstract: To effectively avoid internal rule explosion of a fuzzy system or computer memory overflow caused by increased input variables, a hybrid fuzzy system is established by unifying the Takagi–Sugeno and the Mamdani fuzzy systems based… read more here.
Keywords: system; fuzzy system; number; hybrid fuzzy ... See more keywords
A Fuzzy System for Combining Filter Features Selection Methods
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Fuzzy Systems"
DOI: 10.1007/s40815-016-0208-7
Abstract: Feature selection is considered as one of the most important data pre-processing step in different modelling fields, especially for prediction and classification purposes. Feature selection belongs to the wider class of data mining procedures, as… read more here.
Keywords: combining filter; feature selection; filter features; fuzzy system ... See more keywords
Uniform Design-Based Interval Type-2 Neuro-fuzzy System and Its Performance Verification
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Fuzzy Systems"
DOI: 10.1007/s40815-018-0485-4
Abstract: In this paper, an interval type-2 neuro-fuzzy system with uniform design-based rule generation approach is proposed, and Begian–Melek–Mendel method is used for defuzzification. To the consequent learning, two least squares methods are involved in the… read more here.
Keywords: fuzzy system; type neuro; interval type; neuro fuzzy ... See more keywords
Energy reliability in macro base stations: A feasible solution based on a type-1 Mamdani fuzzy system
Sign Up to like & getrecommendations! Published in 2021 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2021.107126
Abstract: Abstract Aiming to improve energy reliability in base stations (on- and off-grid), this paper focuses on the benefits of a feasible solution that applies a multiple-output singleton type-1 Mamdani fuzzy system to monitor and manage… read more here.
Keywords: energy reliability; base stations; energy; fuzzy system ... See more keywords
Response identification of air flow sensors using fuzzy system for embedded electronics
Sign Up to like & getrecommendations! Published in 2020 at "Measurement"
DOI: 10.1016/j.measurement.2019.107070
Abstract: Abstract This paper shows the development of a fuzzy system applied to low-cost microcontroller to assist in the identification of different intensities of air flow from the AWM2100 sensor, whose operation presents variation in the… read more here.
Keywords: identification; fuzzy system; air flow; response ... See more keywords
Robust subspace neuro-fuzzy system with data ordering
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.01.034
Abstract: The paper presents a subspace neuro-fuzzy system with ordering of data items.The system assigns fuzzy weights to attributes in each fuzzy rule.The ordering technique makes the system robust to outliers.The presented system can outperform a… read more here.
Keywords: subspace neuro; system; neuro fuzzy; fuzzy system ... See more keywords
An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.04.065
Abstract: Abstract This paper proposes a hybrid architecture based on neural networks, fuzzy systems, and n-uninorms for solving pattern classification problems, termed as ENFS-Uni0 (short for evolving neuro-fuzzy system based on uni-nullneurons). The model can produce… read more here.
Keywords: neuro fuzzy; fuzzy system; uni nullneurons; system based ... See more keywords