Time Matters: Time-Aware LSTMs for Predictive Business Process
Monitoring

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Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring

2 October 2020

Srijeet Chatterjee

Bjoern M. Eskofier

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Papers citing "Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring"

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Title
Comprehensive Attribute Encoding and Dynamic LSTM HyperModels for Outcome Oriented Predictive Business Process Monitoring Fang Wang Paolo Ceravolo Ernesto Damiani AI4TS 82 0 0 04 Jun 2025
Byte Pair Encoding for Efficient Time Series Forecasting Leon Götz Marcel Kollovieh Stephan Günnemann Leo Schwinn AI4TS 90 1 0 20 May 2025
Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation Bjorn Nieth Thomas Altstidl Leo Schwinn Björn Eskofier AAML 109 3 0 19 Jun 2024
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space Leo Schwinn David Dobre Sophie Xhonneux Gauthier Gidel Stephan Gunnemann AAML 155 49 0 14 Feb 2024
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin Stefanie Rinderle-Ma AI4TS 115 2 0 08 Feb 2023
Performance-Preserving Event Log Sampling for Predictive Monitoring M. Sani Mozhgan Vazifehdoostirani Gyunam Park Marco Pegoraro S. V. Zelst Wil M.P. van der Aalst 62 9 0 18 Jan 2023
Explainable Artificial Intelligence for Improved Modeling of Processes Riza Velioglu Jan Philip Göpfert André Artelt Barbara Hammer AI4TS 31 4 0 01 Dec 2022
Event Log Sampling for Predictive Monitoring M. Sani Mozhgan Vazifehdoostirani Gyunam Park Marco Pegoraro S. V. Zelst Wil M.P. van der Aalst 70 7 0 04 Apr 2022
ProcessTransformer: Predictive Business Process Monitoring with Transformer Network Zaharah Bukhsh Aaqib Saeed R. Dijkman AI4TS 26 50 0 01 Apr 2021
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring Stephan A. Fahrenkrog-Petersen Niek Tax Irene Teinemaa Marlon Dumas M. Leoni F. Maggi Matthias Weidlich 45 43 0 23 May 2019