Application of radial basis functions in solving fuzzy integral equations
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3459-4
Abstract: Abstract In the present paper, a numerical method based on radial basis functions (RBFs) is proposed to approximate the solution of fuzzy integral equations. By applying RBF in fuzzy integral equation, a linear system $$\Psi… read more here.
Keywords: radial basis; basis functions; application radial; fuzzy integral ... See more keywords
A Multiple Remote Sensing Sensor Fusion System Using Choquet Fuzzy Integral and Modified Particle Swarm Optimization (FI-MPSO)
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the Indian Society of Remote Sensing"
DOI: 10.1007/s12524-020-01223-3
Abstract: The simultaneous use of remote sensing sensors has been of great interest due to reasons such as the weaknesses of each sensor individually and the improvement in results by integrating multisensor information. In this context,… read more here.
Keywords: decision; system; remote sensing; fuzzy integral ... See more keywords
Ensemble RBM-based classifier using fuzzy integral for big data classification
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-019-00960-3
Abstract: The restricted Boltzmann machine (RBM) is a primary building block of deep learning models. As an efficient representation learning approach, deep RBM can effectively extract sophisticated and informative features from raw data. Little research has… read more here.
Keywords: rbm; fuzzy integral; data classification; big data ... See more keywords
Application of generalized Choquet fuzzy integral method in the sustainability rating of green buildings based on the BSAM scheme
Sign Up to like & getrecommendations! Published in 2020 at "Sustainable Cities and Society"
DOI: 10.1016/j.scs.2020.102147
Abstract: Abstract The need to reduce the impact of building projects on the sustainability of the built environment and improve the use of resources necessitated several interventions such as the development of methods to assess building… read more here.
Keywords: bsam scheme; fuzzy integral; choquet fuzzy; generalized choquet ... See more keywords
MIC_FuzzyNET: Fuzzy Integral Based Ensemble for Automatic Classification of Musical Instruments From Audio Signals
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3208126
Abstract: Music has been an integral part of the history of humankind with theories suggesting it is more antediluvian than speech itself. Music is an ordered succession of tones and harmonies that produce sounds characterized by… read more here.
Keywords: classification; fuzzy integral; fuzzynet fuzzy; mic fuzzynet ... See more keywords
Fuzzy Integral-Based CNN Classifier Fusion for 3D Skeleton Action Recognition
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2020.3019293
Abstract: Action recognition based on skeleton key joints has gained popularity due to its cost effectiveness and low complexity. Existing Convolutional Neural Network (CNN) based models mostly fail to capture various aspects of the skeleton sequence.… read more here.
Keywords: fusion; fuzzy integral; action recognition; cnn ... See more keywords
Fuzzy integral-based multi-sensor fusion for arc detection in the pantograph-catenary system
Sign Up to like & getrecommendations! Published in 2018 at "Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit"
DOI: 10.1177/0954409716662090
Abstract: The pantograph-catenary subsystem is a fundamental component of a railway train since it provides the traction electrical power. A bad operating condition or, even worse, a failure can disrupt the railway traffic creating economic damages… read more here.
Keywords: detection; arc detection; fuzzy integral; pantograph catenary ... See more keywords