A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences

15 February 2021

Papers citing "A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences"

13 / 13 papers shown

Title
Machine learning in business process management: A systematic literature review Sven Weinzierl Sandra Zilker Sebastian Dunzer Martin Matzner 40 11 0 26 May 2024
Data is Moody: Discovering Data Modification Rules from Process Event Logs Marco Bjarne Schuster Boris Wiegand Jilles Vreeken 14 0 0 22 Dec 2023
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction Ivan Donadello Jonghyeon Ko F. Maggi Jan Mendling Francesco Riva Matthias Weidlich 16 0 0 14 Dec 2023
Modality-aware Transformer for Financial Time series Forecasting Hajar Emami Xuan-Hong Dang Yousaf Shah Petros Zerfos AI4TS 32 0 0 02 Oct 2023
Modeling Events and Interactions through Temporal Processes -- A Survey Angelica Liguori Luciano Caroprese Marco Minici Bruno Veloso Francesco Spinnato M. Nanni Giuseppe Manco João Gama AI4TS 18 2 0 10 Mar 2023
Trace Encoding in Process Mining: a survey and benchmarking Sylvio Barbon Junior Paolo Ceravolo R. Oyamada G. Tavares AI4TS 18 20 0 05 Jan 2023
Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring Efrén Rama-Maneiro Pablo Monteagudo-Lago J. Vidal Manuel Lama 24 1 0 29 Nov 2022
Clustering-based Aggregations for Prediction in Event Streams Yorick Spenrath Marwan Hassani B. V. Dongen 11 0 0 18 Oct 2022
Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning Prerna Agarwal Avani Gupta Renuka Sindhgatta Sampath Dechu 6 5 0 06 May 2022
What Averages Do Not Tell -- Predicting Real Life Processes with Sequential Deep Learning István Ketykó F. Mannhardt Marwan Hassani B. V. Dongen AI4TS 8 8 0 19 Oct 2021
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction Z. Bozorgi Irene Teinemaa Marlon Dumas M. Rosa Artem Polyvyanyy 6 35 0 15 May 2021
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 512 0 29 Nov 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,254 0 14 Nov 2016