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  1. Journal of Shanghai Jiaotong University (Science)
  2. Journal of Shanghai Jiaotong University (Science) : Volume 14
  3. Journal of Shanghai Jiaotong University (Science) : Volume 14, Issue 5, October 2009
  4. Support vector machine-based fuzzy rules acquisition system
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Journal of Shanghai Jiaotong University (Science) : Volume 22
Journal of Shanghai Jiaotong University (Science) : Volume 21
Journal of Shanghai Jiaotong University (Science) : Volume 20
Journal of Shanghai Jiaotong University (Science) : Volume 19
Journal of Shanghai Jiaotong University (Science) : Volume 18
Journal of Shanghai Jiaotong University (Science) : Volume 17
Journal of Shanghai Jiaotong University (Science) : Volume 16
Journal of Shanghai Jiaotong University (Science) : Volume 15
Journal of Shanghai Jiaotong University (Science) : Volume 14
Journal of Shanghai Jiaotong University (Science) : Volume 14, Issue 6, December 2009
Journal of Shanghai Jiaotong University (Science) : Volume 14, Issue 5, October 2009
Voxelizating 3D mesh models with gray levels
Camera calibration with 1D rotating objects
Human-imitation recognition algorithm based on multi-character
Persuasibility and its assessment
Finite axiomatization for symbolic probabilistic π-calculus
Functional ontology for conceptual design oriented model representation and reuse
Efficient peer-to-peer file sharing in 3G networks
Support vector machine-based fuzzy rules acquisition system
An range-free localization scheme for large scale underwater wireless sensor networks
A semi-fragile wavelet transform watermarking scheme for content authentication of images
Graph and hint based algorithm for machining feature automation recognition and mapping
Effects of denial of service attack in mobile ad hoc networks
Precise zero-knowledge arguments with poly-logarithmic efficiency
Formation control of underwater mobile sensing networks
Real-time follow-up head tracking in dynamic complex environments
Constrained submap algorithm for simultaneous localization and mapping
Location and design decisions of facilities in a distribution system with elastic customer demand
DC gain analysis of scaled CMOS op amp in Sub-100 nm technology nodes: A research based on channel length modulation effect
Non-linear aerothermoelastic modeling and behavior of a double-wedge lifting surface
Infinite clusters in locally dependent percolation on ℤ$^{ d }$
Singularly perturbed differential-difference reaction diffusion equations with time delay
A note on Laplacian eigenmaps
Using the implantable electrical stimulator for peripheral nerve rehabilitation: A study in an animal model
Journal of Shanghai Jiaotong University (Science) : Volume 14, Issue 4, August 2009
Journal of Shanghai Jiaotong University (Science) : Volume 14, Issue 3, June 2009
Journal of Shanghai Jiaotong University (Science) : Volume 14, Issue 2, April 2009
Journal of Shanghai Jiaotong University (Science) : Volume 14, Issue 1, February 2009
Journal of Shanghai Jiaotong University (Science) : Volume 13

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Support vector machine-based fuzzy rules acquisition system

Content Provider Springer Nature Link
Author Huang, Xi xia Shi, Fan huai Gu, Wei Chen, Shan ben
Copyright Year 2009
Abstract This paper proposes a support vector machine-based fuzzy rules acquisition system (SVM-FRAS). The character of SVM in extracting support vector provides a mechanism to extract fuzzy If-Then rules from the training data set. We construct the fuzzy inference system using fuzzy basis function (FBF). The gradient technique is used to tune the fuzzy rules and the inference system. Theoretical analysis and comparative tests are performed comparing with other fuzzy systems. Experimental results show the SVM-FRAS model possesses good generalization capability as well as high comprehensibility.
Starting Page 555
Ending Page 561
Page Count 7
File Format PDF
ISSN 10071172
Journal Journal of Shanghai Jiaotong University (Science)
Volume Number 14
Issue Number 5
e-ISSN 19958188
Language English
Publisher Shanghai Jiaotong University Press
Publisher Date 2009-10-09
Publisher Place Heidelberg
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword modeling fuzzy rules support vector machine (SVM) Life Sciences Architecture Computer Science Materials Science Electrical Engineering
Content Type Text
Resource Type Article
Subject Multidisciplinary
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