#deep-learning

13 notes.

• A Deep Learning Approach for Predicting Process Behaviour at RuntimeBPM/wiki/sources/2017-evermann-deep-learning-runtime
• Attention Mechanism in Predictive Business Process MonitoringBPM/wiki/sources/2020-jalayer-attention-ppm
• Deep Learning for Predictive Business Process Monitoring: Review and BenchmarkBPM/wiki/sources/2020-rama-maneiro-deep-learning-ppm-review
• Don't Decay the Learning Rate, Increase the Batch SizeBPM/wiki/sources/2018-smith-dont-decay-learning-rate
• Joerg EvermannBPM/wiki/entities/joerg-evermann
• LSTM / RNN for PPMBPM/wiki/concepts/lstm-ppm
• MTLFormer: Multi-Task Learning Guided Transformer Network for Business Process PredictionBPM/wiki/sources/2023-wang-mtlformer-multitask-transformer
• Niek TaxBPM/wiki/entities/niek-tax
• Predictive Business Process Monitoring with LSTM Neural NetworksBPM/wiki/sources/2017-tax-lstm-process-prediction
• ProcessTransformer: Predictive Business Process Monitoring with Transformer NetworkBPM/wiki/sources/2021-bukhsh-processtransformer
• Remaining Cycle Time Prediction with Graph Neural Networks for Predictive Process MonitoringBPM/wiki/sources/2023-duong-gnn-remaining-cycle-time
• Timo NolleBPM/wiki/entities/timo-nolle
• Transformer / Attention for PPMBPM/wiki/concepts/transformer-ppm