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題名：多元化計程車機場接送服務動態派車接機時間預測模型
書刊名：都市交通
作者：王中允／嚴國基／劉基全／高增英／洪上智／林韋捷／謝閔易／張倉賓
作者(外文)：Wang, Chung-yung／Yen, Kuo-chi／Liou, Ji-chyuan／Kao, Chen-ying／Hung, Shang-chih／Lin, Wei-chieh／Hsieh, Min-yi／Chang, Tsang-pin
出版日期：2017
卷期：32:1
頁次：頁69-110
主題關鍵詞：步行時間預測；倒傳遞類神經網路；機場服務績效；Walking time forecast；Back-propagation neural network；Level of service of airport
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:7
  • 點閱點閱:2
期刊論文
1.魏健宏、林士傑、李穎(20031200)。高速公路客運車輛旅行時間預測之實證評析。運輸計劃，32(4)，651-679。new window  延伸查詢new window
2.蔡宗憲、李治綱、魏健宏(20061200)。短期列車旅運需求之類神經網路預測模式建構與評估。運輸計劃，35(4)，475-505。new window  延伸查詢new window
3.Chu, C.-H.、Widjaja, D.(1994)。Neural Network System for Forecasting Method Selection。Decision Support System，12(1)，13-24。  new window
4.Sohl, Jeffrey E.、Venkatachalam, A. R.(1995)。A Neural Network Approach to Forecasting Model Selection。Information and Management，29(6)，297-303。  new window
5.Zhang, G. P.、Qi, M.(2005)。Neural network forecasting for seasonal and trend time series。European journal of operational research，160(2)，501-514。  new window
6.Dharia, A.、Adeli, H.(2003)。Neural network model for rapid forecasting of freeway link travel time。Engineering Application of Artificial Intelligence，16(7/8)，607-613。  new window
7.Abu-Lebdeh, G.、Singh, A. K.(2011)。Modeling arterial travel time with limited traffic variables using conditional independence graphs and state-space neural networks。Procedia-Social and Behavioral Sciences，16，207-217。  new window
8.Chen, S.、Dai, Q.(2005)。Discounted least squares-improved circular back-propogation neural networks with applications in time series prediction。Neural Computing and Applications，14(3)，250-255。  new window
9.Celikoglu, H. B.(2011)。Travel time measure specification by functional approximation: application of radial basis function neural networks。Procedia-Social and Behavioral Sciences，20，613-620。  new window
10.Ghiassi, M.、Saidane, H.、Zimbra, D. K.(2005)。A dynamic artificial neural network model for forecasting time series events。International Journal of Forecasting，21(2)，341-362。  new window
11.Ghazali, R.、Hussain, A. J.、Liatsis, P.、Tawfik, H.(2008)。The application of ridge polynomial neural network to multi-step ahead financial time series prediction。Neural Computing and Applications，17(3)，311-323。  new window
12.Jiang, Z.、Zhang, C.、Xia, Y.(2014)。Travel Time Prediction Model for Urban Road Network based on Multi-source Data。Procedia-Social and Behavioral Sciences，138，811-818。  new window
13.Juri, N.、Unnikrishnan, A.、Waller, S.(2007)。Integrated traffic simulation-statistical analysis framework for online prediction of freeway travel time。Journal of the Transportation Research Board，2039，24-31。  new window
14.Li, C.-S.、Chen, M.-C.(2014)。A data mining based approach for travel time prediction in freeway with non-recurrent congestion。Neurocomputing，133，74-83。  new window
15.Nelson, M.、Hill, T.、Remus, W.、O'Connor, M.(1999)。Time series forecasting using neural networks: Should the data be deseasonalized first?。Journal of forecasting，18(5)，359-367。  new window
16.Mendes-Moreira, J.、Jorge, A. M.、de Sousa, J. F.、Soares, C.(2015)。Improving the accuracy of long-term travel time prediction using heterogeneous ensembles。Neuroeomputing，150，428-439。  new window
17.Mazloumi, E.、Rose, G.、Currie, G.、Moridpour, S.(2011)。Prediction intervals to account for uncertainties in neural network predictions: Methodology and application in bus travel time prediction。Engineering Applications of Artificial Intelligence，24(3)，534-542。  new window
18.Qi, M.、Zhang, G. P.(2008)。Trend time-series modeling and forecasting with neural networks。IEEE Transactions on Neural Networks，19(5)，808-816。  new window
19.Refenes, A.、Bentz, Y.、Bunn, D. W.、Burgess, A. N.、Zapranis, A. D.(1997)。Financial time series modelling with discounted least squares backpropagation。Neurocomputing，14(2)，123-138。  new window
20.van Hinsbergen, C. I.、Van Lint, J.、Van Zuylen, H.(2009)。Bayesian committee of neural networks to predict travel times with confidence intervals。Transportation Research Part C: Emerging Technologies，17(5)，498-509。  new window
21.Van Lint, J.、Hoogendoorn, S.、van Zuylen, H. J.(2005)。Accurate freeway travel time prediction with state-space neural networks under missing data。Transportation Research Part C: Emerging Technologies，13(5)，347-369。  new window
22.Wang, J.、Tsapakis, I.、Zhong, C.(2016)。A space-time delay neural network model for travel time prediction。Engineering Applications of Artificial Intelligence，52，145-160。  new window
23.Wang, L.、Zuo, Z.、Fu, J.(2014)。Bus Arrival Time Prediction Using RBF Neural Networks Adjusted by Online Data。Procedia-Social and Behavioral Sciences，138，67-75。  new window
24.Zheng, F.、Van Zuylen, H.(2013)。Urban link travel time estimation based on sparse probe vehicle data。Transportation Research Part C: Emerging Technologies，31，145-157。  new window
25.Zhang, Guoqiang、Patuwo, B. Eddy、Hu, Michael Y.(1998)。Forecasting with artificial neural networks: the state of the art。International Journal of Forecasting，14(1)，35-62。  new window
26.汪志忠、黃國平、鄭雅云(20081200)。臺灣地區汽車持有預測模式之建構與評估：ARMAX之應用。運輸學刊，20(4)，405-424。new window  延伸查詢new window
27.Chen, H.、Grant-Muller, S.、Mussone, L.、Montgomery, F.(2001)。A Study of Hybrid Neural Network Approaches and the Effects of Missing Data on Traffic Forecasting。Neural Computing and Applications，10(3)，277-286。  new window
28.Venkatachalam, A. R.、Sohl, J. E.(1999)。An Intelligent Model Selection and Forecasting System。Journal of Forecasting，18(3)，167-180。  new window
會議論文
1.Guin, A.(2006)。Travel time prediction using a seasonal autoregressive integrated moving average time series model。The 2006 IEEE Intelligent Transportation Systems Conference。  new window
2.Li, R.、Rose, G.、Sarvi, M.(2007)。Predicting travel time and its variability in the short term。The 14th World Congress on Intelligent Transport Systems--ITS for a Better Life，(會議日期: 9/10/2007 to 13/10/2007)。  new window
3.Lin, W.-H.、Kulkami, A.、Mirchandani, P.(2004)。Short-term arterial travel time prediction for advanced traveler information systems。Intelligent Transportation Systems Conference。  new window
4.MATSUMURA, S. Y.(1998)。Experimental verification of travel-time prediction method。The 5th World Congress on Intelligent Transportation Systems。Seoul。  new window
5.Shimodaira, H.(1995)。A method of selecting similar learning data in the prediction of time series using neural networks。The Proceedings of Neural Networks。  new window
6.Wang, J.、Zou, N.、Chang, G.(2008)。Empirical analysis of missing data issues for ATIS applications: travel time prediction。The Transportation Research Board 87th Annual Meeting。Washington DC：National Academies。  new window
圖書
1.Zurada, J. M.(1992)。Introduction to Artificial Neural Systems。West Publishing Company。  new window
2.Skapura, David M.、Freeman, James A.(1991)。Neural Networks: Algorithms, Applications, and Programming Techniques。Massachusetts：Addison-Wesley Publishing Company。  new window
3.Haykin, S. S.(2001)。Neural networks: a comprehensive foundation。Tsinghua University Press。  new window
4.Liu, H.、Motoda, H.(2001)。Data reduction via instance selection Instance selection and construction for data mining。Springer。  new window
5.Oh, J.-S.、Jayakrishnan, R.、Recker, W.(2002)。Section travel time estimation from point detection data。Center for Traffic Simulation Studies。  new window
6.葉怡成(2003)。類神經網路模式應用與實作。台北：儒林圖書公司。  延伸查詢new window
 
 
 
 
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