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題名:複數模糊類神經於趨向類別預測之研究
書刊名:資訊管理學報
作者:王慶豐李俊賢
作者(外文):Wang, Ching-fengLi, Chunshien
出版日期:2019
卷期:26:4
頁次:頁413-450
主題關鍵詞:複數模糊類神經複數模糊集特徵選取粒子群最佳化演算法遞迴最小平方法Complex neuro-fuzzyComplex fuzzy setFeature selectionParticle swarm optimizationRecursive least squares estimator
原始連結:連回原系統網址new window
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  • 共同引用共同引用:1
  • 點閱點閱:6
期刊論文
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4.Dunn, J. C.(1973)。A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters。Journal of Cybernetics,3(3),32-57。  new window
5.Bollen, Johan、Mao, Huina、Zeng, Xiaojun(2011)。Twitter mood predicts the stock market。Journal of Computational Science,2(1),1-8。  new window
6.Bezdek, J. C.、Ehrlich, R.、Full, W.(1984)。FCM: The fuzzy c-means clustering algorithm。Computers & Geosciences,10(2/3),191-203。  new window
7.Parzen, Emanuel(1962)。On Estimation of a Probability Density Function and Mode。The Annals of Mathematical Statistics,33(3),1065-1076。  new window
8.Tibshirani, R.(1996)。Regression Shrinkage and Selection via the LASSO。Journal of the Royal Statistical Society: Series B (Methodological),58(1),267-288。  new window
9.李俊賢、江泰緯(20130300)。混合複數類神經模糊與自動回歸差分平均移動方法之智慧型時間序列預測模型。電子商務學報,15(1),137-158。new window  延伸查詢new window
10.Tsai, C. F.、Hsiao, Y. C.(2010)。Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches。Decision Support Systems,50(1),258-269。  new window
11.Leung, M. T.、Daouk, H.、Chen, A. S.(2000)。Forecasting Stock Indices: A Comparison of Classification and Level Estimation Models。International Journal of Forecasting,16(2),173-190。  new window
12.Huang, W.、Nakamori, Y.、Wang, S. Y.(2005)。Forecasting Stock Market Movement Direction with Support Vector Machine。Computers & Operations Research,32(10),2513-2522。  new window
13.Guyon, I.、Elisseeff, A.(2003)。An Introduction to Variable and Feature Selection。Journal of Machine Learning Research,3(7/8),1157-1182。  new window
14.Patel, J.、Shah, S.、Thakkar, P.、Kotecha, K.(2015)。Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques。Expert Systems with Applications,42(1),259-268。  new window
15.Dimpfl, T.、Jank, S.(2016)。Can Internet Search Queries Help to Predict Stock Market Volatility?。European Financial Management,22(2),171-192。  new window
16.Li, C.、Chiang, T. W.(2013)。Complex neuro-fuzzy ARIMA forecasting: a new approach using complex fuzzy sets。IEEE Transactions on Fuzzy Systems,21(3),567-584。  new window
17.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
18.Tu, C.-H.、Li, C.(2019)。Multitarget prediction-a new approach using sphere complex fuzzy sets。Engineering Applications of Artificial Intelligence,79,45-57。  new window
19.Bezdek, J. C.(1974)。Cluster validity with fuzzy sets。Journal of Cybernetics,3(3),58-72。  new window
20.Cantor, G.(1874)。Ueber eine Eigenschaft des Inbegriffs aller reellen algebraischen Zahlen。Journal für die reine und angewandte Mathematik,77,252-268。  new window
21.Girolami, M.、He, C.(2003)。Probability density estimation from optimally condensed data samples。IEEE Transactions on Pattern Analysis and Machine Intelligence,25(10),1253-1264。  new window
22.Khosravi, A.、Koury, R. N. N.、Machado, L.、Pabon, J. J. G.(2018)。Prediction of wind speed and wind direction using artificial neural network, support vector regression and adaptive neuro-fuzzy inference system。Sustainable Energy Technologies and Assessments,25(4),146-160。  new window
23.Hasanipanah, M.、Amnieh, H. B.、Arab, H.、Zamzam, M. S.(2018)。Feasibility of PSO-ANFIS model to estimate rock fragmentation produced by mine blasting。Neural Computing and Applications,30(4),1015-1024。  new window
24.Manogaran, G.、Varatharajan, R.、Priyan, M. K.(2018)。Hybrid recommendation system for heart disease diagnosis based on multiple kernel learning with adaptive neuro-fuzzy inference system。Multimedia Tools and Applications,77(4),4379-4399。  new window
25.Pearson, K.(1900)。X. On the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such that it can be reasonably supposed to have arisen from random sampling。The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science,50(302),157-175。  new window
26.Nauck, D.、Kruse, R.(1999)。Neuro-fuzzy systems for function approximation。Fuzzy Sets and Systems,101(2),261-271。  new window
27.Wang, Y.(2014)。Stock price direction prediction by directly using prices data: An empirical study on the KOSPI and HIS。International Journal of Business Intelligence and Data Mining,9(2),145-160。  new window
28.Yager, R. R.、Filev, D. P.(1994)。Generation of Fuzzy Rules by Mountain Clustering。Journal of Intelligent & Fuzzy Systems,2(3),209-219。  new window
29.Zheng, Y.、Jeon, B.、Xu, D.、Wu, Q. M.、Zhang, H.(2015)。Image segmentation by generalized hierarchical fuzzy C-means algorithm。Journal of Intelligent & Fuzzy Systems,28(2),961-973。  new window
30.McCulloch, W. S.、Pitts, W.(1943)。A Logical Calculus of the Ideas Immanent in Nervous Activity。Bulletin of Mathematical Biophysics,5(4),115-133。  new window
31.Kim, K. J.、Han, I.(2000)。Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index。Expert Systems with Applications,19(2),125-132。  new window
32.Sugeno, M.、Takagi, T.(1985)。Fuzzy Identification of Systems and Its Applications to Modeling and Control。IEEE Transactions on Systems, Man, and Cybernetics,SMC-15(1),116-132。  new window
33.Zadeh, Lotfi Asker(1965)。Fuzzy sets。Information and Control,8(3),338-353。  new window
34.Engle, Robert F.(1982)。Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation。Econometrica,50(4),987-1008。  new window
會議論文
1.Eberhart, R. C.、Kennedy, J.(1995)。A New Optimizer Using Particle Swarm Theory。The Sixth International Symposium on Micro Machine and Human Science。Nagoya。39-43。  new window
2.Kennedy, J.、Eberhart, R. C.(1995)。Particle swarm optimization。IEEE International Conference on Neural Networks。Perth:IEEE Service Center。1942-1948。  new window
3.Colorni, A.、Dorigo, M.、Maniezzo, V.(1992)。Distributed Optimization by Ant Colonies。The First European Conference on Artificial Life。Cambridge, MA:MIT Press。134-142。  new window
4.Phua, P. K. H.、Zhu, X.、Koh, C. H.(2003)。Forecasting Stock Index Increments Using Neural Networks with Trust Region Methods。The International Joint Conference on Neural Networks。IEEE。260-265。  new window
研究報告
1.Rosenblatt, Frank(1957)。The Perceptron: A Perceiving and Recognizing Automaton。Cornell Aeronautical Laboratory。  new window
學位論文
1.王伯倫(2019)。高斯鯨群演算法於最佳化問題之研究(碩士論文)。國立中央大學。  延伸查詢new window
圖書
1.Bezdek, J. C.(2013)。Pattern recognition with fuzzy objective function algorithms。Springer Science & Business Media。  new window
2.Shannon, Claude Elwood、Weaver, Warren(1949)。The Mathematical Theory of Communication。University of Illinois Press。  new window
 
 
 
 
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