Julia Koltermann

M.Sc. Julia Koltermann

Otto von Guericke University Magdeburg
Faculty of Computer Science
Institut für Technische und Betriebliche Informationssysteme (ITI)
Gebäude 29, Universitätsplatz 2, 39106, Magdeburg, G29-002

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


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


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.

Peer-reviewed journal article

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]



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]

Last Modification: 11.07.2022 - Contact Person: