selected publications

• academic article

  • Comparison of deep learning methods for grapevine growth stage recognition.  Computers and Electronics in Agriculture.  211:107944-107944. 2023
  • A Big Data architecture for intra-surgical remaining time predictions.  Procedia Computer Science.  113:310-317. 2017

• chapter

  • Lambda Architecture for Anomaly Detection in Online Process Mining Using Autoencoders.  Communications in computer and information science. 579-589. 2020
  • Evaluation of User Specific Privacy Policy Architecture for Collaborative BPaaS on the Example of Logistics.  Lecture notes in business information processing. 2017
  • The Logistics Service Engineering and Management Platform: Features, Architecture, Implementation.  Lecture notes in business information processing. 2011
  • A Framework for Automated Negotiation of Service Level Agreements in Services Grids.  Lecture Notes in Computer Science. 89-101. 2006

• conference paper

  • Adapting a Generic Smart Service Platform Architecture to the Road-Based Physical Internet.  . 2023
  • A Cloud-based Analytics Architecture for the Application of Online Machine Learning Algorithms on Data Streams in Consumer-centric Internet of Things Domains.  . 2020
  • Implementation of a Situation Aware and Real-Time Approach for Decision Support in Online Surgery Scheduling.  . 2018
  • A Personal Analytics Platform for the Internet of Things - Implementing Kappa Architecture with Microservice-based Stream Processing.  . 2017
  • A Reference Architecture for the Logistics Service Map: Structuring and Composing Logistics Services in Logistics Networks.  . 2016
  • Meta-level-architecture for distributed second generation knowledge based systems using CORBA-standard.  . 2002