Promotionszentrum Angewandte Informatik (PZAI)
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Multi-Modal Hand Gesture Recognition using Machine Learning
Dissertation oder Habilitation
(2025-04-15)Mit der steigenden Relevanz von Mensch-Maschinen-Interaktion rückt die Handgestenerkennung immer mehr in das Zentrum der Aufmerksamkeit. Handgesten besitzen ein breites Anwendungsfeld, wie zum Beispiel in der Robotersteuerung ... -
Improving Network Management Tasks using Machine Learning-Assisted Traffic Engineering in Programmable Network Architectures Dissertation oder Habilitation
(2025-01-31)The management of modern computer networks becomes increasingly complex, which makes it challenging to determine and deploy decision policies that ensure effective network operation. Reasons for this are ever growing ...
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A framework for current signal based bearing fault detection of permanent magnet synchronous motors Dissertation oder Habilitation
(2023-05-12)Permanently excited synchronous motors are the driving components in countless systems and applications. The most common cause of motor failures are the bearings. Data-driven approaches have been used for predictive defect ...
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Machine Learning for Industrial Process Optimization Dissertation oder Habilitation
(2022-09-28)Currently, process control in automation technology is mostly regulated by fixed process parameters as a compromise between several identically constructed systems or by plant operators, who are often guided by intuition ...
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Continual Learning with Deep Learning Methods in an Application-Oriented Context Dissertation oder Habilitation
(2022-07-04)Abstraktes Wissen ist in vielen computergestützten Anwendungen fest verankert. Ein wichtiger Forschungsbereich der Künstlichen Intelligenz (KI) beschäftigt sich mit dem automatischen Ableiten von Wissen aus Daten. Maschinelle ...
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