Matthias Wölbitsch

Matthias currently works as a Senior Data Scientist at atma.io by Avery Dennison. He received his PhD in Computer Science with the title "Applications of Digital Identities in Modern Retail Environments" from Graz University of Technology. In general, his work mainly focus on the application of recommender systems, machine learning, and data mining in digitalized supply chains and beyond.

Publications

• M. Wölbitsch, T. Hasler, D. Helic, and S. Walk (2020). Show Me the Money: RFID-based Article-to-Fixture Predictions for Fashion Retail Stores. In Proceedings of 14th IEEE International Conference on RFID   |   , ,
• M. Wölbitsch, T. Hasler, S. Walk, and D. Helic (2020). Mind the Gap: Exploring Shopping Preferences Across Fashion Retail Channels. In Proceedings of 28th ACM Conference on User Modelling, Adaptation and Personalization   |   , ,
• T. Hasler, M. Wölbitsch, M. Goller, and S. Walk (2020). Relative Tag Locations based on Time-Differences in Read Events for Practical Applications. In IEEE Journal of Radio Frequency Identification   |  
• M. Wölbitsch, T. Hasler, M. Goller, C. Gütl, S. Walk, and D. Helic (2019). RFID in the Wild - Analyzing Stocktake Data to Determine Detection Probabilities of Products. In Proceedings of 6th IEEE International Conference on Internet of Things: Systems, Management and Security   |   , ,
• M. Wölbitsch, S. Walk, M. Goller, and D. Helic (2019). Beggars Can't Be Choosers: Augmenting Sparse Data for Embedding-Based Product Recommendations in Retail Stores. In Proceedings of 27th ACM Conference on User Modelling, Adaptation and Personalization   |   , ,
• T. Hasler, M. Wölbitsch, M. Goller, and S. Walk (2019). Estimating Relative Tag Locations based on Time-Differences in Read Events. In Proceedings of 13th IEEE Annual International Conference on RFID   |   ,
• P. Kasper, P. Koncar, S. Walk, T. Santos, M. Wölbitsch, M. Strohmaier, and D. Helic (2019). Modeling User Dynamics in Collaboration Websites. In Dynamics On and Of Complex Networks   |  
• M. Wölbitsch, S. Walk, and D. Helic (2017). Modeling Peer Influence in Time-Varying Networks. In Proceedings of 6th International Conference on Complex Networks and Their Applications   |   ,