Professorship for Computer Engineering

Organisational unit: Professoship

Main research areas

Prof. Dr. Ing. Ralph Welge works on the design of autonomous/cognitive systems in the context of computer vision.

The field of work includes system and application architectures of autonomous/cognitive systems, their limitations as well as the description of the necessary processes. The focus is on methods that can be used to achieve autonomous and cognitive behavior.

In addition, classical machine learning methods such as Convolutional Neural Networks (CNN) and LSTM/Transformers are used to acquire the necessary information.

Last but not least, verification and qualification of such systems play a role in the context of applications such as autonomous driving.

  1. 2011
  2. Published

    Emergency detection based on probabilistic modeling in AAL environments

    Busch, B.-H., Kujath, A. & Welge, R., 2011, In: IADIS International Journal on Computer Science and Information Systems. 6, 1, p. 122-137 16 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  3. Published

    Humanzentrierte Assistenzsysteme: Prädiktive Situationserkennung in unsicheren Domänen auf Basis dynamischer Selbstadaption

    Busch, B.-H. & Welge, R., 2011, Tagungsband des ESE-Kongress 2011: 5. bis 9. Dezember 2011, Sindelfingen. Sindelfingen: Microconsult, p. 548-555 6 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  4. Published

    Praeventive Notfallerkennung auf Basis probabilistischer und beschreibungslogischer Auswertung verteilter Sensornetze

    Busch, B.-H., Kujath, A., Witthöft, H. & Welge, R., 2011, Demographischer Wandel – Assistenzsysteme aus der Forschung in den Markt. VDE Verlag, 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. Published

    Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks

    Busch, B.-H., Kujath, A., Witthöft, H. & Welge, R., 2011, Ambient Assisted Living: 4. AAL-Kongress 2011 in Berlin. Wichert, R. & Eberhardt, B. (eds.). Springer Verlag, p. 159-179 21 p. (Advanced Technologies and Societal Change).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  6. 2010
  7. Published
  8. Published

    Architecture of an adaptive, human-centered assistance system

    Busch, B.-H., Kujath, A., Welge, R., Witthöft, H. & Bette, M., 2010, Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010. CSREA Press, Vol. 2. p. 691-696 6 p. (Proceedings of the 2010 International Conference on Artificial Intelligence, ICAI 2010; vol. 2).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  9. Published

    Ein kognitives, häusliches Diagnosesystem für kardiovaskuläre Erkrankungen auf Basis probabilistischer und beschreibungslogischer Verfahren

    Weiss, C., Busch, B.-H., Welge, R. & Bette, M., 2010, Informatik 2010: Service Science - Neue Perspektiven für die Informatik. Gesellschaft für Informatik e.V., p. 56-61 6 p. (GI-Edition lecture notes in informatics ; Proceedings; vol. 175).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  10. Published

    Emergency detection based on probabilistic modeling in AAL-environments

    Busch, B.-H., Kujath, A. & Welge, R., 2010, Proceedings of the IADIS International Conference APPLIED COMPUTING 2010. International Association for the Development of Information Society, p. 127-134 8 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  11. Published

    Funkprotokolle für mobile Anwendungen

    Welge, R., 2010, Interoperabilität von AAL-Systemkomponenten: Stand der Technik, Arbeitsgruppe „Schnittstellenintegration und Interoperabitität“ der BMBF/VDE Innovationspartnerschaft AAL. Eichelberg, M. (ed.). Berlin: VDE Verlag, Vol. 1. p. 60-74 16 p.

    Research output: Contributions to collected editions/worksContributions to collected editions/anthologiesResearch

  12. Published

    Integrating Mobile Devices into AAL-Environments using Knowledge based Assistance Systems

    Welge, R., Kujath, A. & Opel, O., 2010, Proceedings of the World Telecommunications Congress WTC 2010: The infrastructure for the 21st century . OVE GIT & ITG (eds.). VDE Verlag, p. 103-108 6 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

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Publications

  1. New taxonomic and faunistic data on the genus Zodarion Walckenaer, 1826 (Araneae: Zodariidae) in the Balkans, with the descriptions of two new species
  2. Anamnesis of Architecture.
  3. Engaging with Three Predicaments of Transnational Migration Research in the Postcolonial Condition
  4. Economic analysis of trade-offs between justices
  5. Evolution and transformation of early modern cosmological knowledge
  6. Corruptive Patterns of Patronage in South East Europe by Plamen K. Georgiev
  7. Distribution of brominated flame retardants and dechloranes between sediments and benthic fish - A comparison of a freshwater and marine habitat
  8. Interkulturelle Eignungsdiagnostik
  9. "Die Lüneburger Heide goes digital"
  10. Zeit
  11. Kinderbetreuung im Unternehmen
  12. Moving up and over redistribution of plants in alpine, Arctic, and Antarctic ecosystems under global change
  13. Shift work and work-family conflict: A systematic review
  14. Klosterruinenzines
  15. Zur Transformation Sozialer Arbeit
  16. Emotions and social development in childhood
  17. Werden
  18. Keitai-Kommunikation
  19. Covid Arts - The Show Must Go On(line) - Music in Quarantine
  20. Political Careers in Multi-Level Systems
  21. Was soll die Diagnose: Überall Erlebnis?
  22. Vollrauschtatbestand und unsicherer Rauschgrad
  23. Achtsamkeit – woher und warum
  24. The legacy of Idealism and the rise of academic aesthetics
  25. Bodensaure Eichen- und Eichenmischwälder Europas
  26. §§ 1–13 Hohe-See-Einbringungsgesetz (HSEG)
  27. Die Heimat der Anderen
  28. Stefan Panhans
  29. Diversity Deficits: Resisting the TEF
  30. Monitoring Educational Organizations’ Culture of Sustainable Consumption
  31. Eine alternative Einstiegsvorlesung in die Fachmathematik – Konzept und Auswirkungen
  32. Between Drudgery and "Promesse du bonheur"
  33. Futurizing politics and the sustainability of real-world experiments
  34. "Beide Künstler sind begeistert für ein und dasselbe hohe Ziel." - Karl May und Sascha Schneider
  35. Tourism in the Face of Environmental Risks
  36. Photolysis of sulfamethoxypyridazine in various aqueous media: Aerobic biodegradation and photoproducts identification by LC-UV-MS/MS
  37. Abschied Beruf - Neubeginn Berufung
  38. The influence of age and sex on speed–strength performance in children between 10 and 14 years of age