暂无分享,去创建一个
[1] Martin Matzner,et al. From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events , 2020, Wirtschaftsinformatik.
[2] Fabrizio Maria Maggi,et al. Predictive Process Monitoring Methods: Which One Suits Me Best? , 2018, BPM.
[3] Fabrizio Maria Maggi,et al. Predictive Monitoring of Business Processes , 2013, CAiSE.
[4] Klaus Pohl,et al. Proactive Process Adaptation Using Deep Learning Ensembles , 2019, CAiSE.
[5] Andreas Metzger,et al. Predictive Business Process Monitoring Considering Reliability Estimates , 2017, CAiSE.
[6] Marlon Dumas,et al. Predictive Business Process Monitoring with LSTM Neural Networks , 2016, CAiSE.
[7] Moe Thandar Wynn,et al. Workflow simulation for operational decision support , 2009, Data Knowl. Eng..
[8] Guigang Zhang,et al. Deep Learning , 2016, Int. J. Semantic Comput..
[9] Matthias Weidlich,et al. Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring , 2019, ArXiv.
[10] Piera Centobelli,et al. From Process Mining to Process Design : a Simulation Model to Reduce Conformance Risk , 2015 .
[11] Wasif Gilani,et al. Event-Driven Process-Centric Performance Prediction via Simulation , 2011, Business Process Management Workshops.
[12] Bernhard Mitschang,et al. Prescriptive Analytics for Recommendation-Based Business Process Optimization , 2014, BIS.
[13] C. Humby,et al. Process Mining: Data science in Action , 2014 .
[14] Alessandro Sperduti,et al. Data-aware remaining time prediction of business process instances , 2014, 2014 International Joint Conference on Neural Networks (IJCNN).
[15] Fabrizio Maria Maggi,et al. Alarm-Based Prescriptive Process Monitoring , 2018, BPM.
[16] Thomas Jansen,et al. Data-driven deep learning for proactive terminal process management , 2019, BPM.
[17] Martin Matzner,et al. A Next Click Recommender System for Web-based Service Analytics with Context-aware LSTMs , 2020, HICSS.
[18] Kerim Tumay. Business process simulation , 1995, WSC '95.
[19] Wil M. P. van der Aalst,et al. Supporting Risk-Informed Decisions during Business Process Execution , 2013, CAiSE.
[20] Geoffrey E. Hinton,et al. Learning representations by back-propagating errors , 1986, Nature.
[21] Stefan Strecker,et al. Business Process Simulation: A Systematic Literature Review , 2018, ECIS.
[22] Moe Thandar Wynn,et al. Business Process Simulation for Operational Decision Support , 2007, Business Process Management Workshops.
[23] Yoshua Bengio,et al. Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.
[24] Antonio Ruiz-Cortés,et al. Predictive Monitoring of Business Processes: A Survey , 2018, IEEE Transactions on Services Computing.
[25] J. Becker,et al. An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs , 2020, ArXiv.
[26] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[27] Stephen M. Omohundro,et al. Five Balltree Construction Algorithms , 2009 .