Timo Nolle

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 17

Top Topics

Recurrent Neural Networks

Business Process

Top Venues

Publications

Yannik Gerlach, Alexander Seeliger, Timo Nolle, Max Mühlhäuser
Inferring a Multi-perspective Likelihood Graph from Black-Box Next Event Predictors. CAiSE (2022)
Timo Nolle, Stefan Luettgen, Alexander Seeliger, Max Mühlhäuser
BINet: Multi-perspective business process anomaly classification. Inf. Syst. 103 (2022)
Alexander Seeliger, Stefan Luettgen, Timo Nolle, Max Mühlhäuser
Learning of Process Representations Using Recurrent Neural Networks. CAiSE (2021)
Timo Nolle
Process Learning for Process Autonomous Anomaly Correction (Extended Abstract). BPM (PhD/Demos) (2021)
Timo Nolle, Alexander Seeliger, Nils Thoma, Max Mühlhäuser
DeepAlign: Alignment-Based Process Anomaly Correction Using Recurrent Neural Networks. CAiSE (2020)
Stefan Luettgen, Alexander Seeliger, Timo Nolle, Max Mühlhäuser
Case2vec: Advances in Representation Learning for Business Processes. ICPM Workshops (2020)
Alexander Seeliger, Alejandro Sánchez Guinea, Timo Nolle, Max Mühlhäuser
ProcessExplorer: Intelligent Process Mining Guidance. BPM (2019)
Timo Nolle, Alexander Seeliger, Nils Thoma, Max Mühlhäuser
DeepAlign: Alignment-based Process Anomaly Correction using Recurrent Neural Networks. CoRR (2019)
Timo Nolle, Stefan Luettgen, Alexander Seeliger, Max Mühlhäuser
BINet: Multi-perspective Business Process Anomaly Classification. CoRR (2019)
Timo Nolle, Stefan Luettgen, Alexander Seeliger, Max Mühlhäuser
Analyzing Business Process Anomalies Using Autoencoders. CoRR (2018)
Timo Nolle, Alexander Seeliger, Max Mühlhäuser
BINet: Multivariate Business Process Anomaly Detection Using Deep Learning. BPM (2018)
Alexander Seeliger, Timo Nolle, Max Mühlhäuser
Finding Structure in the Unstructured: Hybrid Feature Set Clustering for Process Discovery. BPM (2018)
Timo Nolle, Stefan Luettgen, Alexander Seeliger, Max Mühlhäuser
Analyzing business process anomalies using autoencoders. Mach. Learn. 107 (11) (2018)
Alexander Seeliger, Timo Nolle, Max Mühlhäuser
Detecting Concept Drift in Processes using Graph Metrics on Process Graphs. S-BPM ONE (2017)
Christian Meurisch, Artur Gogel, Benedikt Schmidt, Timo Nolle, Frederik Janssen, Immanuel Schweizer, Max Mühlhäuser
Capturing Daily Student Life by Recognizing Complex Activities Using Smartphones. MobiQuitous (2017)
Timo Nolle, Alexander Seeliger, Max Mühlhäuser
Unsupervised Anomaly Detection in Noisy Business Process Event Logs Using Denoising Autoencoders. DS (2016)
Alexander Seeliger, Timo Nolle, Benedikt Schmidt, Max Mühlhäuser
Process Compliance Checking using Taint Flow Analysis. ICIS (2016)