A hybrid model for business process event and outcome prediction
Author:
Affiliation:
1. School of Design, Engineering and Computing; Bournemouth University; Bournemouth UK
2. BT Research and Technology; Ipswich UK
Publisher
Wiley
Subject
Artificial Intelligence,Computational Theory and Mathematics,Theoretical Computer Science,Control and Systems Engineering
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/exsy.12079/fullpdf
Reference17 articles.
1. Process Mining
2. A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains;Baum;The Annals of Mathematical Statistics,1970
3. A hybrid system-identification method for forecasting telecommunications product demands;Cox;International Journal of Forecasting,2002
4. Selective Markov models for predicting web page accesses;Deshpande;ACM Transactions on Internet Technology (TOIT),2004
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