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題名:時間序列模型之比較:以新北市空氣污染PM2.5指數預測為例
書刊名:臺東大學綠色科學學刊
作者:王建智簡均樺
作者(外文):Wang, Chien-chihChien, Chun-hua
出版日期:2020
卷期:10:1
頁次:頁91-112
主題關鍵詞:空氣污染預測整合移動平均自回歸模型長短期記憶模式Air pollutionPrediction modelIntegrated moving average regression modelShort- and long-term memory model
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:2
  • 點閱點閱:2
期刊論文
1.Remer, Donald S.、Jorgens, Craig(1978)。Ethylene Economics and Production Forecasting in a Changing Environment。Engineering and Process Economics,3(4),267-278。  new window
2.Srivastava, Nitish、Hinton, Geoffrey、Krizhevsky, Alex、Sutskever, Ilya、Salakhutdinov, Ruslan(2014)。Dropout: a simple way to prevent neural networks from overfitting。Journal of Machine Learning Research,15(1),1929-1958。  new window
3.Duchi, J.、Hazan, E.、Singer, Y.(2011)。Adaptive Subgradient Methods for Online Learning and Stochastic Optimization。Journal of Machine Learning Research,12(7),2121-2159。  new window
4.Box, G. E. P.、Jenkins, G. M.(2014)。Time Series Analysis: Forecasting and Control. Revised Edition, Holden Day, San Francisco。Journal of Applied Mathematics and Statistics,2(1),16-28。  new window
5.Karlik, Bekir、Olgac, Ahmet Vehbi(2011)。Performance Analysis of Various Activation Functions in Generalized MLP Architectures of Neural Networks。International Journal of Artificial Intelligence and Expert Systems,1(4),111-122。  new window
6.Hochreiter, Sepp、Schmidhuber, Jürgen(1997)。Long Short-term Memory。Neural Computation,9(8),1735-1780。  new window
7.Dickey, David A.、Fuller, Wayne A.(1979)。Distribution of the Estimators for Autoregressive Time Series With a Unit Root。Journal of the American Statistical Association,74(366),427-431。  new window
8.Kwiatkowski, Denis、Phillips, Peter C. B.、Schmidt, Peter、Shin, Yongcheol(1992)。Testing the null hypothesis of stationarity against the alternative of a unit root: How sure are we that economic time series have a unit root?。Journal of Econometrics,54(1-3),159-178。  new window
會議論文
1.Krizhevsky, Alex、Sutskever, I.、Hinton, G. E.(2012)。ImageNet Classification with Deep Convolutional Neural Networks。The 25th International Conference on Neural Information Processing Systems。Curran Associates Inc.。1097-1105。  new window
學位論文
1.蔡卓翰(2010)。澎湖國家風景區遊客量預測模式之研究(碩士論文)。東海大學。  延伸查詢new window
2.楊宏隆(1998)。大氣懸浮微粒PM2.5及PM10之特性及來源分析(碩士論文)。國立中興大學。  延伸查詢new window
圖書
1.Lewis, Colin D.(1982)。International and Business Forecasting Methods。London:Butterworths。  new window
2.楊浩彥、郭迺鋒、林政勳(2013)。實用財經計量方法:Eviews之應用。臺北:雙葉書廊。new window  延伸查詢new window
3.陳維新、江金龍(2009)。空氣污染與控制。高立圖書。  延伸查詢new window
單篇論文
1.Kingma, D. P.,Ba, Jimmy Lei(2014)。Adam: A Method for Stochastic Optimization(1412.6980)。  new window
2.Ruder, S.(2017)。An overview of multi-task learning in deep neural networks(1706.05098)。  new window
其他
1.IARC(2013)。Outdoor Air Pollution a Leading Environmental Cause of Cancer Deaths,https://monographs.iarc.fr/agents-classified-by-the-iarc/。  new window
2.WHO(2014)。7 million premature deaths annually linked to air pollution,http://www.who.int/mediacentre/news/releases/。  new window
 
 
 
 
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