Timo Nolle - RankMe

18 papers A 6B 1C 2Journal 5Unranked 3

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