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題名:多目標函數仿真機器學習研究--使用基因演算法與遞迴式最小平方估計方法
書刊名:電子商務學報
作者:李俊賢陳盈臻
作者(外文):Li, ChunshienChen, Ying-chen
出版日期:2022
卷期:24:1
頁次:頁1-26
主題關鍵詞:複數模糊集合複數模糊類神經系統基因演算法遞迴式最小平方估計法多目標函數仿真Complex fuzzy setCFSComplex neuro-fuzzy systemCNFSGenetic algorithmGARecursive least squares estimatorRLSEMulti-function approximation
原始連結:連回原系統網址new window
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期刊論文
1.Ramot, D.、Friedman, M.、Kandel, A.、Milo, R.(2002)。Complex fuzzy sets。IEEE Transactions on Fuzzy Systems,10(2),171-186。  new window
2.Kosko, Bart(1994)。Fuzzy Systems as Universal Approximators。IEEE Transactions on Computers,43(11),1329-1333。  new window
3.Chiu, S. L.(1994)。Fuzzy model identification based on cluster estimation。Journal of Intelligent & Fuzzy Systems,2(3),267-278。  new window
4.Guyon, I.、Elisseeff, A.(2003)。An Introduction to Variable and Feature Selection。Journal of Machine Learning Research,3(7/8),1157-1182。  new window
5.Li, C.、Wu, T.(2011)。Adaptive fuzzy approach to function approximation with PSO and RLSE。Expert Systems with Applications,38(10),13266-13273。  new window
6.Storey, Veda C.、Song, Il-Yeol(2017)。Big data technologies and Management: What conceptual modeling can do。Data & Knowledge Engineering,108,50-67。  new window
7.Jang, J. S. Roger(1993)。ANFIS: Adaptive-network-based fuzzy inference system。IEEE Transactions on Systems, Man, and Cybernetics,23(3),665-685。  new window
8.Shannon, C. E.(2001)。A mathematical theory of communication。ACM SIGMOBILE Mobile Computing and Communications Review,5(1),3-55。  new window
9.Zadeh, Lotfi Asker(1965)。Fuzzy sets。Information and Control,8(3),338-353。  new window
10.Fattahi, H.、Agah, A.、Soleimanpourmoghadam, N.(2018)。Multi-output adaptive neuro-fuzzy inference system for prediction of dissolved metal levels in acid rock drainage: A case study。Journal of AI and Data Mining,6(1),121-132。  new window
11.Lafferty, J. D.、Wasserman, L.(2006)。Challenges in statistical machine learning。Statistica Sinica,16(2),307-322。  new window
12.Li, C.、Chiang, T. W.(2011)。Function approximation with complex neuro-fuzzy system using complex fuzzy sets: A new approach。New Generation Computing,29(3),261-276。  new window
13.Yang, Y. K.、Sun, T. Y.、Huo, C. L.、Yu, Y. H.、Liu, C. C.、Tsai, C. H.(2013)。A novel self-constructing radial basis function neural-fuzzy system。Applied Soft Computing,13(5),2390-2404。  new window
會議論文
1.Colorni, A.、Dorigo, M.、Maniezzo, V.(1991)。Distributed Optimization by Ant Colonies。The First European Conference on Artificial Life。Paris:Elsevier。134-142。  new window
2.Jang, J. S. Roger、Mizutani, E.(1995)。Coactive neural fuzzy modeling。The International Conference on Neural Networks,760-765。  new window
3.Kennedy, J.、Eberhart, R. C.(1995)。Particle Swarm Optimization。IEEE International Conference on Neural Networks,1942-1948。  new window
4.Parida, A. K.、Bisoi, R.、Dash, P. K.、Mishra, S.(2015)。Financial time series prediction using a hybrid functional link fuzzy neural network trained by adaptive unscented kalman filter。2015 IEEE Power, Communication and Information Technology Conference。  new window
5.Roffo, G.、Melzi, S.、Cristani, M.(2015)。Infinite feature selection。2015 IEEE International Conference on Computer Vision。  new window
6.Yu, L.、Liu, H.(2003)。Feature selection for high-dimensional data: A fast correlation-based filter solution。Twentieth International Conference on Machine Learning。  new window
7.Zhou, T.、Chu, C.、Song, S.、Wang, Y.、Gao, S.(2015)。A dendritic neuron model for exchange rate prediction。2015 IEEE International Conference on Progress in Informatics and Computing。  new window
圖書
1.Ljung, L.(1987)。System Identification, Theory for the User。New Jersey:Prentice Hall。  new window
2.Bishop, Christopher M.(1995)。Neural Networks for Pattern Recognition。Oxford University Press。  new window
3.Holland, John H.(1975)。Adaptation in natural and artificial systems: An introductory analysis with applications to biology, control, and artificial intelligence。University of Michigan Press。  new window
4.Anderson, James A.(1995)。An Introduction to Neural Networks。Cambridge:MIT Press。  new window
5.Hsia, T. C.(1977)。System Identification: Least-Squares Methods。Lexington Books。  new window
6.Goodwin, G. C.、Sin, K. S.(1984)。Adaptive filtering prediction and control。Prentice-Hall。  new window
7.Steffens, K. G.(2006)。The history of approximation theory: From Euler to Bernstein。Birkhäuser。  new window
圖書論文
1.Hopfield, J. J.(1986)。Neural networks and physical systems with emergent collective computational abilities。Spin glass theory and beyond: An introduction to the replica method and its applications。World Scientific。  new window
2.Lal, T. N.、Chapelle, O.、Weston, J.、Elisseeff, A.(2006)。Embedded methods。Feature extraction: Foundations and applications。Springer。  new window
 
 
 
 
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