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Multi-task prediction method of business process based on BERT and Transfer Learning · Study

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ArticleMulti-task prediction method of business process based on BERT and Transfer Learning

Hang Chen2022

Article2022

Multi-task prediction method of business process based on BERT and Transfer Learning

Hang Chen · Xianwen Fang · Huan Fang

42 citations·0/0 files stored·Knowledge-Based Systems

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Business Process Modeling and Analysis AI-based Problem Solving and Planning Robotic Process Automation Applications

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References

2017Predictive Business Process Monitoring with LSTM Neural Networks 2017Predicting process behaviour using deep learning 2019Outcome-Oriented Predictive Process Monitoring 2014Predictive Monitoring of Business Processes 2019Learning Accurate LSTM Models of Business Processes 2019Using Convolutional Neural Networks for Predictive Process Analytics 2013A markov prediction model for data-driven semi-structured business processes 2020Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction

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2023A data-aware explainable deep learning approach for next activity prediction 2024LUPIN: A LLM Approach for Activity Suffix Prediction in Business Process Event Logs

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Year2022

Typearticle

Published2022-08-06

VenueKnowledge-Based Systems

ISSN-L0950-7051

Languageen

Citations42

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1016/j.knosys.2022.109603

openalex_workW4293083618

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