#foundational

14 notes.

• A Deep Learning Approach for Predicting Process Behaviour at RuntimeBPM/wiki/sources/2017-evermann-deep-learning-runtime
• AI-Augmented Business Process Management Systems: A Research ManifestoBPM/wiki/sources/2023-dumas-ai-augmented-bpms
• Best practices in business process redesign: an overview and qualitative evaluation of successful redesign heuristicsBPM/wiki/sources/2005-reijers-limanmansar-best-practices-bpr
• Complex Symbolic Sequence Encodings for Predictive Monitoring of Business ProcessesBPM/wiki/sources/2015-leontjeva-complex-symbolic-encodings
• Cycle Time Prediction: When Will This Case Finally Be Finished?BPM/wiki/sources/2008-vandongen-cycle-time-prediction
• Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two DimensionsBPM/wiki/sources/2017-senderovich-intra-inter-case
• LSTM Networks for Data-Aware Remaining Time Prediction of Business Process InstancesBPM/wiki/sources/2017-navarin-lstm-data-aware-remaining-time
• Predictive Business Process Monitoring with LSTM Neural NetworksBPM/wiki/sources/2017-tax-lstm-process-prediction
• Process Innovation: Reengineering Work Through Information TechnologyBPM/wiki/sources/1993-davenport-process-innovation
• Process Mining ManifestoBPM/wiki/sources/2012-vanderaalst-process-mining-manifesto
• Process Mining: Data Science in Action (2nd ed.)BPM/wiki/sources/2011-vanderaalst-process-mining-book
• ProcessTransformer: Predictive Business Process Monitoring with Transformer NetworkBPM/wiki/sources/2021-bukhsh-processtransformer
• Reengineering the Corporation: A Manifesto for Business RevolutionBPM/wiki/sources/1993-hammer-champy-reengineering-the-corporation
• Reengineering Work: Don't Automate, ObliterateBPM/wiki/sources/1990-hammer-reengineering-work