Person

Jan Zenisek BSc MSc

Symbolic Regression, Predictive Maintenance, Machine Learning

Education

University of Applied Sciences Upper Austria, Software Engineering, MSc
Oct 2014 - Sep 2016
University of Applied Sciences Upper Austria, Software Engineering, BSc
Oct 2012 - Jul 2014
Technical High School, Department for Informatics and Software Engineering in Leonding, Austria
Sep 2006 - Jul 2011

Research interests

  • Machine Learning
  • Symbolic Regression
  • Predictive Maintenance
2018
B. Zimmer, J. Zenisek, H. C. Jetter - Towards Uncertainty Visualization in Smart Production Environments - Proceedings of the 11th International Symposium on Visual Information Communication and Interaction, Växjö, Sweden, 2018, pp. 116-117 more
2018
J. Wolfartsberger, J. Zenisek, C. Sievi - Chances and Limitations of a Virtual Reality-supported Tool for Decision Making in Industrial Engineering - IFAC Symposium on Information Control Problems in Manufacturing, Bergamo, Italy, 2018, pp. 637-642 more
2018
F. Holzinger, M. Kommenda, E. Strumpf, J. Langer, J. Zenisek, M. Affenzeller - Sensor-based Modeling of Radial Fans - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 322-330 more
2018
J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Streaming Synthetic Time Series for Simulated Condition Monitoring - IFAC Symposium on Information Control Problems in Manufacturing, Bergamo, Italy, 2018, pp. 643-648 more
2018
J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Comparing machine learning methods on concept drift detection for Predictive Maintenance - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 115-122 more
2018
F. Bachinger, J. Zenisek, L. Kammerer, M. Stimpfl, G. K. Kronberger - Performance of Industrial Sensor Data Persistence in Data Vault - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 226-233 more
2018
J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Modeling Sensor Networks for Predictive Maintenance - On The Move to Meaningful Internet Systems: OTM 2018 Workshops (Lecture Notes in Computer Science, LNCS 11231), Valletta, Malta, 2018, pp. 184-188 more
2017
J. Wolfartsberger, J. Zenisek, C. Sievi, M. Silmbroth - Towards an Augmented Reality and Sensor-Based Assistive System for Assembly Tasks - Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, Rhodes, Greece, 2017, pp. 230-231 more
2017
J. Wolfartsberger, J. Zenisek, C. Sievi, M. Silmbroth - A Virtual Reality Supported 3D Environment for Engineering Design Review - 23rd International Conference on Virtual Systems and Multimedia, Dublin, Ireland, 2017, pp. 1-8 more
2017
J. Zenisek, L. Nicoletti, F. Longo, G. Traugott, A. Padovano, M. Affenzeller - Smart Maintenance Lifecycle Management: A Design Proposal - Proceedings of the 29th European Modeling and Simulation Symposium, 2017, Barcelona, Spain, Barcelona, Spain, 2017, pp. 546-551 more
2017
J. Zenisek, M. Affenzeller, C. Sievi, M. Silmbroth, J. Wolfartsberger - Predictive Maintenance for Transport Systems – Employing Model Ensembles for Online State Detection - Proceedings of the IAUP Triennial Conference, Wien, Austria, 2017, pp. 2 more
2017
J. Zenisek, M. Affenzeller, J. Wolfartsberger, M. Silmbroth, C. Sievi, A. Huskic, H. Jodlbauer - Sliding Window Symbolic Regression for Predictive Maintenance using Model Ensembles - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spain, 2017, pp. 8 more