PM2.5 forecasting Artificial neural networks Air mass trajectory based geographic model Wavelet transformation 1. Introduction Most major cities in the northeast of China, especially for Beijing, Tianjin and Hebei province, known as a rapidly developed agglomeration, have experienced severe short-term poll...
Remus, "Artificial Neural Network Models for Forecasting and Decision Making," International Journal of Forecasting, 10(1), June 1994, 5- 15.Hill, T., Marquez, L., O'Conner, M., & Remus, W. (1994). Artificial neural network models for forecasting, and decision making. International ...
In this work, an artificial neural network foreign exchange rate forecasting model (AFERFM) was designed for foreign exchange rate forecasting to correct some of these problems. The design was divided into two phases, namely: training and forecasting. In the training phase, back propagation ...
Total tree volume estimation is an integral part of forest growth and yield forecasting.Complex formulae are used to estimate bole volume by section, based... MJ Diamantopoulou - 《Cigr Ejournal》 被引量: 21发表: 2006年 A hybrid Evolutionary Functional Link Artificial Neural Network for Data ...
The method presented here departs from the others in that it uses a Recurrent Artificial Neural Network (RANN) as an alternative technique for forecasting forward interest rates. Its performance is compared to that of a recursive method which has produced some of the best results in previous ...
Real-time deployment of artificial neural network forecasting models: Understanding the range of applicability 来自 Wiley 喜欢 0 阅读量: 47 作者: Gavin J. Bowden 摘要: [1] When an operational artificial neural network (ANN) model is deployed, new input patterns are collected in order to make ...
Forecasting net energy consumption using artificial neural network. Energy Sources Part B 2006;1(2):147-55.Sozen, A., Akcayol, M., & Arcaklioglu, E. (2006). Forecasting net energy consumption using artificial neural network. Energy Sources, Part B: Economics, Planning and Policy, 1(2),...
关键词: game theory Artificial neural networks neural network structures artificial intelligence supply chain management demand forecasting 会议名称: 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) 会议时间: 13 June 2016 主办单位: IEEE ...
On this base, we looked into the future of the application of ANN in forecasting of plant diseases and pests. 展开 关键词: Artificial neural network (ANN Wheat Crop diseases and pests Forecasting DOI: 10.1177/0269881110388328 被引量: 23 ...
The paper serves as a tutorial review on artificial neural network (ANN) applications to short-term load forecasting (STLF). Various approaches of implementation of ANN-based load forecasting are demonstrated. Two case studies using ANN-based LF were developed, one is for power system operation ...