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A Method of Constructing Fuzzy Neural Network Based on Rough Set Theory
Huang Xianming,Yi Jikai
Strategic Study of CAE 2004, Volume 6, Issue 4, Pages 44-50
A new method of constructing fuzzy neural network is presented and Rough set theory is applied toSince Rough set theory has strong numeric analyzing ability and fuzzy neural network has exact functionFirst, some rules are acquired from given data set by rough set theory.Then, these rules are applied to constructing neural cell numbers and relative parameters in fuzzy neural
Keywords: fuzzy neural network rough set acquire rule function approaching
Incomplete Fuzzy Information System
Yang Xibei,Yang Jingyu,Wu Chen,Fu Fan
Strategic Study of CAE 2006, Volume 8, Issue 7, Pages 47-53
In this paper, incomplete fuzzy information system is studied.In order to deal with it by rough set theory, fuzzy compatible relation and fuzzy rough approximationBesides, with the two new definitions of fuzzy rough entropies, uncertain factors could be effectivelyFinally, knowledge dependency in rough set theory is transformed to fuzzy knowledge dependency in theincomplete fuzzy information system.
Keywords: incomplete fuzzy information system fuzzy compatible relation fuzzy rough set fuzzy covering fuzzy roughentropy fuzzy knowledge dependency
Data mining diagnosis system based on rough set theory for boilers in thermal power plants
YANG Ping
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 2, Pages 162-167 doi: 10.1007/s11465-006-0017-z
A Decision-making Method Based on Fuzzy Sets and Rough Sets Theory
Luo Dang
Strategic Study of CAE 2004, Volume 6, Issue 12, Pages 32-36
Keywords: fuzzy clustering rough sets decision table decision rule
The research on structural damage identification using rough set and integrated neural network
Juelong LI, Hairui LI, Jianchun XING, Qiliang YANG
Frontiers of Mechanical Engineering 2013, Volume 8, Issue 3, Pages 305-310 doi: 10.1007/s11465-013-0259-5
Keywords: rough set integrated neural network damage identification decision making fusion
Reduction of rough set attribute based on immune clone selection
LIANG Lin, XU Guang-hua
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 4, Pages 413-417 doi: 10.1007/s11465-006-0049-4
Keywords: inherent distribution maturation evolution diversity antibody
A Method of Information Fusion Based on Rough Sets and Its Applications
Chen Shuangye,Zhang Weijing
Strategic Study of CAE 2006, Volume 8, Issue 12, Pages 75-79
A method of multi-sensor information fusion based on rough sets and fuzzy logic is proposed in thisRough-fuzzy model can be built by obtaining general simplified rules from the large number of data usingrough sets theory and methods of computing reduces.
Keywords: information fusion rough sets fuzzy logic rough-fuzzy model
Enterprise technology innovation competence renewal method based on rough set
Miao Chenglin,Feng Junwen
Strategic Study of CAE 2011, Volume 13, Issue 9, Pages 109-112
Keywords: technology innovation competence renewal rough set theory
Approximation Space of Generalization and Rough Classification Algebra
Liu Yonghong
Strategic Study of CAE 2006, Volume 8, Issue 3, Pages 39-48
Keywords: approximation space of generalization rough set rough classification algebra protocol relation roughsimple algebra rough quotient algebra rough subalgebra
A Rough Fuzzy Neural Classifier
Zeng Huanglin,Wang Xiao
Strategic Study of CAE 2003, Volume 5, Issue 12, Pages 60-65
In this paper, the concepts of rough sets are used to define equivalence classes encoding input dataIn order to deal with ill-defined or real experimental data, an input object is represented as a fuzzyvariable by fuzzy membership function, and the significant factor of the input feature correspondingto output pattern classification is incorporated to constitute a fuzzy inference so that to enhanceA new kind of rough fuzzy neural classifier and a learning algorithm with LSE are proposed in this paper
Keywords: fuzzy sets rough sets neural networks pattern classification
A Method for Financial Crisis Predicting Based On Rough Neural Network
Liu Bingxiang,Sheng Zhaohan
Strategic Study of CAE 2002, Volume 4, Issue 8, Pages 58-62
Keywords: financial crisis index system rough set neural network predicting
An enhanced environmental multimedia modeling system based on fuzzy-set approach: I.
Chesheng ZHAN,Rongrong ZHANG,Xiaomeng SONG,Baolin LIU
Frontiers of Environmental Science & Engineering 2015, Volume 9, Issue 3, Pages 494-505 doi: 10.1007/s11783-013-0609-x
Keywords: environmental multimedia modelling fuzzy-set approach theoretical framework environmental protection
Rajarshi PRAMANIK, Dilip Kumar BAIDYA, Nirjhar DHANG
Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 2, Pages 478-489 doi: 10.1007/s11709-021-0698-8
Keywords: finite element method square footing reliability analysis fuzzy set theory coefficient of variation spatial
An enhanced environmental multimedia modeling system based on fuzzy-set approach: II.
Rongrong ZHANG,Chesheng ZHAN,Xiaomeng SONG,Baolin LIU
Frontiers of Environmental Science & Engineering 2015, Volume 9, Issue 6, Pages 1025-1035 doi: 10.1007/s11783-014-0655-z
Keywords: environmental multimedia modelling system fuzzy-set approach application model validation uncertainty
An overview on the applications of the hesitant fuzzy sets in group decision-making: Theory, support
Zeshui XU, Shen ZHANG
Frontiers of Engineering Management 2019, Volume 6, Issue 2, Pages 163-182 doi: 10.1007/s42524-019-0017-4
Keywords: hesitant fuzzy set hesitant fuzzy preference relation group decision-making
Title Author Date Type Operation
A Method of Constructing Fuzzy Neural Network Based on Rough Set Theory
Huang Xianming,Yi Jikai
Journal Article
Data mining diagnosis system based on rough set theory for boilers in thermal power plants
YANG Ping
Journal Article
The research on structural damage identification using rough set and integrated neural network
Juelong LI, Hairui LI, Jianchun XING, Qiliang YANG
Journal Article
Reduction of rough set attribute based on immune clone selection
LIANG Lin, XU Guang-hua
Journal Article
A Method of Information Fusion Based on Rough Sets and Its Applications
Chen Shuangye,Zhang Weijing
Journal Article
Enterprise technology innovation competence renewal method based on rough set
Miao Chenglin,Feng Junwen
Journal Article
A Method for Financial Crisis Predicting Based On Rough Neural Network
Liu Bingxiang,Sheng Zhaohan
Journal Article
An enhanced environmental multimedia modeling system based on fuzzy-set approach: I.
Chesheng ZHAN,Rongrong ZHANG,Xiaomeng SONG,Baolin LIU
Journal Article
Reliability assessment of three-dimensional bearing capacity of shallow foundation using fuzzy set theory
Rajarshi PRAMANIK, Dilip Kumar BAIDYA, Nirjhar DHANG
Journal Article
An enhanced environmental multimedia modeling system based on fuzzy-set approach: II.
Rongrong ZHANG,Chesheng ZHAN,Xiaomeng SONG,Baolin LIU
Journal Article