2021

Luettgen, Stefan ; Seeliger, Alexander ; Nolle, Timo ; Mühlhäuser, Max (2021)
Case2vec : Advances in Representation Learning for Business Processes.
1st International Workshop on Leveraging Machine Learning in Process Mining (ML4PM). virtual Conference (05.-08.10.2020)
doi: 10.1007/978-3-030-72693-5_13
Konferenzveröffentlichung, Bibliographie

Seeliger, Alexander ; Luettgen, Stefan ; Nolle, Timo ; Mühlhäuser, Max
Hrsg.: La Rosa, Marcello ; Sadiq, Shazia ; Teniente, Ernest (2021)
Learning of Process Representations Using Recurrent Neural Networks.
33rd International Conference on Advanced Information Systems Engineering (CAiSE 2021). virtual Conference (28.06-02.07.2021)
doi: 10.1007/978-3-030-79382-1_7
Konferenzveröffentlichung, Bibliographie

2019

Nolle, Timo ; Luettgen, Stefan ; Seeliger, Alexander ; Mühlhäuser, Max (2019)
BINet: Multi-perspective business process anomaly classification.
In: Information Systems
doi: 10.1016/j.is.2019.101458
Artikel, Bibliographie

2018

Nolle, Timo ; Luettgen, Stefan ; Seeliger, Alexander ; Mühlhäuser, Max (2018)
Analyzing business process anomalies using autoencoders.
In: Machine Learning, 107 (11)
doi: 10.1007/s10994-018-5702-8
Artikel, Bibliographie

Kroemer, Oliver ; Leischnig, Simon ; Luettgen, Stefan ; Peters, Jan (2018)
A Kernel-based Approach to Learning Contact Distributions for Robot Manipulation Tasks.
In: Autonomous Robots, 42 (3)
doi: 10.1007/s10514-017-9651-z
Artikel, Bibliographie