Forecasting Internet traffic by Neural Networks under univariate and multivariate strategies
暂无分享,去创建一个
Pedro Sousa | Paulo Cortez | Miguel Rio | Miguel Rocha | P. Cortez | M. Rio | Miguel Rocha | Pedro Sousa
[1] P. McSharry,et al. A comparison of univariate methods for forecasting electricity demand up to a day ahead , 2006 .
[2] D. Ruppert. The Elements of Statistical Learning: Data Mining, Inference, and Prediction , 2004 .
[3] Rainer Dahlhaus,et al. Multivariate Time Series Analysis , 2008 .
[4] William Stallings,et al. SNMP, SNMPv2, SNMPv3, and RMON 1 and 2 , 1999 .
[5] Thomas M. Thomas,et al. OSPF Network Design Solutions , 2003 .
[6] A. Lapedes,et al. Nonlinear signal processing using neural networks: Prediction and system modelling , 1987 .
[7] Miguel Rio,et al. Internet Traffic Forecasting using Neural Networks , 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.
[8] Hang-Hang Tong,et al. Boosting feed-forward neural network for Internet traffic prediction , 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826).
[9] Christina Gloeckner,et al. Modern Applied Statistics With S , 2003 .
[10] George E. P. Box,et al. Time Series Analysis: Forecasting and Control , 1977 .
[11] Symeon Papavassiliou,et al. Detecting Network Attacks in the Internet via Statistical Network Traffic Normality Prediction , 2004, Journal of Network and Systems Management.
[12] Balachander Krishnamurthy,et al. Sketch-based change detection: methods, evaluation, and applications , 2003, IMC '03.
[13] V. Alarcon-Aquino,et al. Multiresolution FIR neural-network-based learning algorithm applied to network traffic prediction , 2006, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[14] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.
[15] P. Young,et al. Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.
[16] Qi He,et al. On the predictability of large transfer TCP throughput , 2005, SIGCOMM '05.
[17] Martin Fodslette Møller,et al. A scaled conjugate gradient algorithm for fast supervised learning , 1993, Neural Networks.
[18] G. Reinsel. Elements of Multivariate Time Series Analysis , 1995 .
[19] Konstantina Papagiannaki,et al. Long-term forecasting of Internet backbone traffic , 2005, IEEE Transactions on Neural Networks.
[20] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .