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Professorship for Computer Engineering

Organisational unit: Professoship

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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.

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Publications

  1. Erfolgreicher dank Qualifikation und Mentoring?
  2. PI and Fuzzy Controllers for Non-Linear Systems
  3. Messung der Qualität in Dienstleistungscentern
  4. Patterns of entrepreneurial career development
  5. Instructional animation versus static pictures
  6. Intra-industry Adjustment to Import Competition
  7. Strategische Wendepunkte und Krisenfrühwarnung
  8. How difficult is the adaptation of POS taggers?
  9. The Short-Term Cost of Greening the Global Fleet
  10. Document assignment in multi-site search engines
  11. Principals between exploitation and exploration
  12. Forests in the South Brazilian Grassland Region
  13. Evidencing and Explaining Democratic Congruence
  14. Validation of Inspection Frameworks and Methods
  15. German works councils in the production process
  16. Früherkennung kritischer Aktienkursentwicklungen
  17. Produktive Staatsausgaben und endogenes Wachstum
  18. Innovativer Energiespeicher Bundeswasserstraßen
  19. Data-Driven flood detection using neural networks
  20. Kompetenzentwicklung im Schuljahr nach PISA 2012
  21. An error management perspective on audit quality
  22. Konzepte praktischen Verstehens in der Pädagogik
  23. Games of climate change with international trade
  24. Advances in Dynamics, Optimization and Computation
  25. Employment protection and temporary work agencies
  26. A Note on Smoking Behavior and Health Risk Taking
  27. Automatic feature selection for anomaly detection
  28. Bestimmungsgründe internationaler Firmentätigkeit
  29. Training participation of a firm's aging workforce
  30. Selecting methods for ecosystem service assessment
  31. Timing, fragmentation of work and income inequality
  32. „Symmetrisch? – Das ist, wenn es so richtig schön ist!“