Dr. Pavlina Kröckel

2024

• Kraus M., Hambauer N., Müller K., Kröckel P., Ulapane N., De Caigny A., De Bock K., Coussement K.:
  Coupling Neural Networks Between Clusters for Better Personalized Care
  In: Proceedings of the 57th Hawaii International Conference on System Sciences 2024
  Open Access: https://hdl.handle.net/10125/106821
• Kröckel P.:
  Data Ownership and Emerging Data Governance Models in Healthcare
  In: Nilmini Wickramasinghe, Freimut Bodendorf, Mathias Kraus (Hrsg.): Dimensions of Intelligent Analytics for Smart Digital Health Solutions, Chapman & Hall, 2024
  ISBN: 9781032699721
• Kröckel P.:
  Generative AI in Assisting Patients with Syringomyelia and Hydrocephalus: A Preliminary Comparison of Chatgpt and Gemini
  37th Bled eConference (Bled, Slovenia, 9. Juni 2024 - 12. Juni 2024)
  In: 37th Bled eConference Resilience Through Digital Innovation: Enabling the Twin Transition 2024
  DOI: 10.18690/um.fov.4.2024.39
• Kröckel P.:
  Redefining Emergency Services with Generative AI: Insights from a preliminary literature review
  In: Proceedings of the 15th International Conference on Applied Human Factors and Ergonomics (AHFE 2024) 2024
  DOI: 10.54941/ahfe1005099
• Nebebe B., Kröckel P., Yatagha R., Edeh N., Waedt K.:
  AI Defenders: Machine learning driven anomaly detection in critical infrastructures
  Informatik Festival 2024, 9th IACS WS'24 (Wiesbaden, Deutschland, Hochschule RheinMain Wiesbaden, 24. September 2024 - 26. September 2024)
  In: 9th IACS WS'24: 9th GI/ACM Workshop on Industrial Automation and Control Systems 2024 2024

2023

• Müller K., Kröckel P., Bodendorf F.:
  Sustainable CRISP-DM Extension for Energy-Aware AI Development
  AMCIS 2023 (Panama City, 10. August 2023 - 12. August 2023)
  In: AMCIS 2023 Proceedings 2023
  URL: https://aisel.aisnet.org/amcis2023/sig_green/sig_green/9

2022

• Kröckel P., Piazza A., Wessel P.:
  Sports marketing innovation: increasing fan engagement via innovative statistics from facial emotion recognition
  4th International Conference Business Meets Technology (BMT22) (Ansbach, 7. Juli 2022 - 9. Juli 2022)
  DOI: 10.4995/bmt2022.2022.15631
  URL: http://ocs.editorial.upv.es/index.php/BMT/BMT2022/paper/view/15631

2020

• Kröckel P., Bodendorf F.:
  Process Mining of Football Event Data: A Novel Approach for Tactical Insights Into the Game
  In: Frontiers in Artificial Intelligence 3 (2020), S. 47
  ISSN: 2624-8212
  DOI: 10.3389/frai.2020.00047
  URL: https://www.frontiersin.org/articles/10.3389/frai.2020.00047/full

2019

• Kröckel P.:
  Big Data Event Analytics in Football for Tactical Decision Support (Dissertation, 2019)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/year/2019/docId/12365

2017

• Kröckel P.:
  Decision Support Enhancement for Player Substitution in Football: A Design Science Approach
  Business Information Systems Workshops (Leipzig, 6. Juli 2016 - 8. Juli 2016)
  In: Abramowicz, Witold; Alt, Rainer; Franczyk, Bogdan (Hrsg.): Business Information Systems Workshops 2017
  DOI: 10.1007/978-3-319-52464-1_33
  URL: https://link.springer.com/chapter/10.1007/978-3-319-52464-1_33
• Kröckel P., Piazza A.:
  Tactical Insights from an Underdog Team: Network analysis of Iceland in the Euro 2016 against the teams of Portugal and England
  Third European Conference on Social Networks (EUSN2017) (Johannes Gutenberg-University, Mainz, 26. September 2017 - 29. September 2017)
  Open Access: http://www.eusn2017.uni-mainz.de/files/2016/08/EUSN2017_Book-of-Abstracts_25_09.pdf
  URL: http://www.eusn2017.uni-mainz.de/files/2016/08/EUSN2017_Book-of-Abstracts_25_09.pdf
• Kröckel P., Piazza A., Neuhofer K.:
  Dynamic Network Analysis of the Euro2016 Final: Preliminary results
  The Fourth International Symposium on Social Networks Analysis, Management and Security (SNAMS-2017) (Vienna House Diplomat Prague, Czech Republic, 21. August 2017 - 23. August 2017)
  DOI: 10.1109/FiCloudW.2017.98
  URL: http://ieeexplore.ieee.org/document/8113780/
• Piazza A., Kröckel P., Bodendorf F.:
  Emotions and fashion recommendations: evaluating the predictive power of affective information for the prediction of fashion product preferences in cold-start scenarios
  International Workshop on Web Personalization, Recommender Systems and Social Media at the International Conference on Web Intelligence (Leipzig, Germany, 23. August 2017 - 23. August 2017)
  In: Proceedings of the International Conference on Web Intelligence, New York, NY, USA: 2017
  DOI: 10.1145/3106426.3109441

2016

• Davcheva P., Schuster B., Hille M., Götz R., Zhang J.:
  Decision support system for player substitution in football - prototypical implementation
  (2016)
  (Working Paper)
• Piazza A., Davcheva P.:
  Sentiment Classification and Visualization of Product Review Data
  In: Hofmann, M., Chisholm, A. (Hrsg.): Text Mining, Web Mining, and Visualization Use Cases Using Open Source Tools, Boca Raton, USA: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series, 2016 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
  ISBN: 9781482237573
• Zagel C., Davcheva P.:
  Nutzenpotenziale von Augmented Reality im Einzelhandel
  In: Medienproduktion : Online-Zeitschrift für Wissenschaft und Praxis (2016), S. 16 - 19
  ISSN: 2193-7699
  Open Access: http://zs.thulb.uni-jena.de/servlets/MCRFileNodeServlet/jportal_derivate_00246598/MP_OZWP_2193-7699_2016-09.pdf

2014

• Davcheva P.:
  Identifying Sports Talents by Social Media Mining as a Marketing Instrument
  2014 Annual SRII Global Conference, SRII 2014 (San Jose, CA, 23. April 2014 - 25. April 2014)
  In: Global Conference (SRII), 2014 Annual SRII 2014
  DOI: 10.1109/SRII.2014.38