English Premier League (EPL) Soccer Matches Prediction using An Adaptive Neuro-Fuzzy Inference System (ANFIS)
Prediction of English Premiership League (EPL) matches has been on the heart and minds of researcher over the pass decades, but none has sufficiently introduced and Adpative Neuro-Fuzzy Inference System (ANFIS) approach for these prediction which has served as the focal aim of this research paper using seven premier league teams and nine linguistic values. Matric Laboratory (MATLAB) 7.0 served as the tool of implementation highlighting various views. The ANFIS training was successful completed at epoch 2 and having an error of 1.41237e-006. The model was further used to predict the outcome of 7 matches with a successful rate of 71%.
Aditya S. T., Aditya P. and Vikesh K. (2013)” Game ON! Predicting English Premier League Match Outcomes” retrieved from gameON.com
Ian M. and Phil S (2013), ”Forecasting international soccer match results using bivariate discrete distributions” Centre for Operational Research and Applied Statistics, Salford Business School, University of Salford, Salford, Manchester UK.
Jang, R (1991). "Fuzzy Modeling Using Generalized Neural Networks and Kalman Filter Algorithm". Proceedings of the 9th National Conference on Artificial Intelligence, Anaheim, CA, USA, pp. 762–767. Retrieved on October 15th 2014 from www.irrolecom/article/00098.pdf
Jang, J. (1993). "ANFIS: adaptive-network-based fuzzy inference system". IEEE Transactions on Systems, Man and Cybernetics Volume23 issue3. doi:10.1109/21.256541.
Jang, S (1997) “Neuro-Fuzzy and Soft Computing “Prentice Hall, Pp 335–368, ISBN 0-13-261066-3
Jonathan T. (2014), “2014-15 English Premier League and MLS TV”
Nauck, D., Klawon F. and R. Kruse, (1997), “Foundations of Neuro-Fuzzy Systems”, J. Wiley & Sons pages 312
Negnevitsky, M., (2002) “Artificial Intelligence: A Guide to Intelligent Systems”, 2d ed. Harlow, England: Addison Wesley, pp. 90-343.
Tony M. (2014), “20 English Premiership Teams” http://www.businessinsider.com/new-premier-league-kits-2014-8?op=1
Yue W. M. (2003)” Prediction on Soccer Matches using Multi-Layer Perceptron” ID: 903-051-7735