%0 Journal Article %T Forecasting Number of Students Applicant for Courses by Artificial Neural Networks %A Pouramini, Jafar %J Journal of Mathematics and Computer Science %D 2014 %V 12 %N 4 %@ ISSN 2008-949X %F Pouramini2014 %X Forecasting the number of students who are going to take a special course in next semester in Computer Engineering field at Payam Noor University is the subject. To do this, many neural network structures have been tested with MATLAB software by existing data and were compared to real data, networks like feedforward backpropagation 3 and 4-layared, RBF network, etc. To achieve a network with optimum structure, various parameters and criteria like MAE, MSE and MSEREG, have been examined. At last, a 3-layered feedback neural network in the form of 20-n-1 was chosen for this problem. Comparing experiential results with real data, it is shown that the obtained model can effectively forecast enrolments of students. So it can be used for forecasting tasks especially when a forecast with high accuracy is needed. %9 journal article %R 10.22436/jmcs.012.04.02 %U http://dx.doi.org/10.22436/jmcs.012.04.02 %P 263-270 %0 Journal Article %T Comparison between artificial neural network learning algorithms for prediction of student average considering effective factors in Learning and educational progress %A Saeed Ayat %A Zabihollah Ahmad Pour %J Journal of mathematics and computer science %D 2014 %V 8 %F Ayat2014 %0 Journal Article %T Predicting changes in stock index and gold prices to neural network approach %A Ali Ghezelbash %J The Journal of mathematics and computer science %D 2012 %V 4(2) %F Ghezelbash2012 %0 Journal Article %T The bankruptcy prediction in Tehran share holding using neural and it’s comparision with logistic regression %A Mahnaz Bagheri %J The Journal of mathematics and computer science %D 2012 %V 5(3) %F Bagheri 2012 %0 Journal Article %T Application of neural network for forecasting gas price in America %A Mehdi Sotoudeh %A Elahe Farshad %J The Journal of mathematics and computer science %D 2012 %V 4(2) %F Sotoudeh2012 %0 Journal Article %T Application of neural network for forecasting gas price in America %A Mehdi Sotoudeh %A Elahe Farshad %J Journal of mathematics and computer science %D 2012 %V 4(2) %F Sotoudeh2012 %0 Journal Article %T Weather forecasting model using artificial neural network %A k. Abhishek %A M. P. Singh %A S. Ghosh %A A. Anand %J procedia technology %D 2012 %V 4 %F Abhishek2012 %0 Journal Article %T An Investigation of model selection criteria for neural network time series forecasting %A M. Qi %A G. P. Zhang %J european journal of operational research %D 2001 %V 132 %F Qi2001 %0 Journal Article %T A new linear & nonlinear artificial neural network model for time series forecasting %A Ufuk Yolcu %A Erol Egrioglu %A Cagdas H. Aladag %J Decision Support Systems %D 2013 %V 54 %F Yolcu2013 %0 Journal Article %T Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble %A Juan Peralta Donate %A Paulo Cortez %A Germán Gutiérrez Sánchez %A Araceli Sanchis de Miguel %J Neurocomputing %D 2013 %V 109 %F Donate2013 %0 Journal Article %T Designing a neural network for forecasting financial and economic time series %A I. Kaastra %A M. Boyd %J neurocomputing %D 1996 %V 10 %F Kaastra1996 %0 Book %T Neural network time series forecasting of financial markets %A E. Azoff %D 1994 %I John Wiley & Sons %C %F Azoff1994