The Department of Telecooperation

• Process Mining of Business Processes
• Big Data Processing and Mining
• Knowledge Extraction of Unstructured Data
• Machine Learning Methods and Techniques

• KI.RPA: Intelligent Robotic Process Automation (> 2018)
  The goal of the project is to develop a tool that companies can use to create virtual employee pools based on robotic process automation, which support human employees in recurring routine tasks.
• DRUP: Deep Reasoning about Business Processes (2017 – 2018)
  The goal of the project is to develop methods that extract valuable knowledge in event logs of which the structure is not known before analysis.
• PASAP: Process Analytics: Entwicklung von Softwaretechnologien für einen neuartigen Ansatz in der Prozessanalyse (2015 – 2017)

• Grant for a Software Campus project (01/2018 – 12/2019)

• Winter term 2021/22: Seminar Telecooperation with the Theme Process Mining
• Winter term 2020/21: TK1 – Verteilte Systeme und Algorithmen
• Summer term 2020
  • Practical Project Telecooperation
  • Research Project Telecooperation
• Winter term 2019/20: TK1 – Verteilte Systeme und Algorithmen
• Winter term 2018/19: TK1 – Verteilte Systeme und Algorithmen
• Winter term 2017/18: TK1 – Verteilte Systeme und Algorithmen

• Detection Concept Drift in Processes using Change Point Detection
• Development of a Root-Cause Analysis Framework for Process Executions
• Prozessgraphoptimierung mittels Motiv -basierter Graphadaption
• Business Rule Framework für Spark Streaming
• Intelligenter Browser für Process Mining
• Trace Clustering using Event Attributes from Event Logs
• Reduktion von Unstrukturiertheit in Prozessmodellen im Kontext von Prozess Mining
• Multivariante Root-Cause-Analyse in Process Mining
• Rule Checking in Process Models using the Taint Flow Algorithm
• Intelligent and Systematic Browsing through Process Mining Data
• Trace Clustering mit Expertenwissen
• Case2vec: Distributed Representations of Event Log Traces for Process Clustering
• Visualisierung von Prozessmodellen in Augmented Reality
• Zeitbasierte Erkennung von Ausreißern und Abweichungen im Prozess mittels Machine Learning
• Extending Process Mining with IoT Data

Please contact me if you are interested in writing a Bachelor or Master thesis.