Julia Koltermann
M.Sc. Julia Koltermann
Faculty of Computer Science
Institut für Technische und Betriebliche Informationssysteme (ITI)
Research Areas:
- Time-series analysis
- Machine Learning
- Data Mining
Current Projects:
- KijuAssistenz - Digital support of participatory pedagogical work processes in institutions for education, upbringing and care of children and adolescents - Subproject: Quality development of pedagogical work and development of digital support tools
Previous Projects:
- FWLeck - Detection and localisation of leakages in district heating networks applying model-based and data-driven approaches
Vita
| 02/2019 | Research Assistant at the Data and Knowledge Engineering group |
| 03/2016 | Employee in project and product management, Öffentliche Lebensversicherung Sachsen-Anhalt |
| 04/2013 | Start of studies in Statistics (Master) at the Otto-von-Guericke-University Magdeburg |
| 10/2008 | Start of studies in Statistics (Bachelor) at the University of Applied Sciences Magdeburg-Stendal |
2021
Peer-reviewed journal article
Predicting visual search task success from eye gaze data as a basis for user-adaptive information visualization systems
Spiller, Moritz; Liu, Ying-Hsang; Hossain, Md Zakir; Gedeon, Tom; Koltermann, Julia; Nürnberger, Andreas
In: ACM transactions on interactive intelligent systems / Association for Computing Machinery - New York, NY : ACM, Bd. 11 (2021), Heft 2, Artikel 14, insges. 25 S.
Leakage localization in district heating networks based on real network and measurement data
Vahldiek, Kai; Koltermann, Julia; Pierl, Dennis; Rüger, Bernd; Nürnberger, Andreas; Michels, Kai; Klawonn, Frank
In: Energy reports - Amsterdam [u.a.] : Elsevier, Bd. 7 (2021), S. 508-516 [Symposium: 17th International Symposium on District Heating and Cooling, DHC2021, Nottingham, UK, 6-9 September 2021]
2020
Abstract
Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors
Pierl, Dennis; Vahldiek, Kai; Koltermann, Julia; Rüger, Bernd; Michels, Kai; Klawonn, Frank; Nürnberger, Andreas
In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - 2020, paper TuBT11.4
Book chapter
Modell- und datengestützte Echtzeitlokalisierung von Leckagen in Fernwärmenetzen anhand verrauschter Messdaten
Koltermann, Julia; Vahldiek, Kai; Pierl, Dennis; Rüger, Bernd; Nürnberger, Andreas; Klawonn, Frank; Michels, Kai
In: Kraftwerkstechnik 2020 / Kraftwerkstechnisches Kolloquium , 2020 - Freiberg : SAXONIA [Kongress: 52. Kraftwerkstechnisches Kolloquium, Dresden, 6. - 7. Oktober 2020]