Betreute Abschlussarbeiten
- Issue Specific Audio Event detection using Deep Learning (Master, October 2019)
- Videobasiertes Situationsbewusstseinssystem mit Datenschutz (Master, July 2020)
- Entwurf und Implementierung eines auf Schwingungssignalen basierenden Kontextwahrnehmungssystems (Master, November 2020)
- Kontextbewusstes Internet der Dinge Plattformdesign und Implementierung (Bachelor, November 2020)
- Schätzung der binären Laufrichtung und der Anzahl der gehenden Personen mithilfe von maschinellem Lernen (Bachelor, November 2020)
- Design und Implementierung eines KI-orientierten 3D Smart Home Simulators (Bachelor, März 2021)
- AI-basierter Streaming-Massenmessungsansatz Entwurf und Implementierung von Schlüsselalgorithmen (Master, June 2021)
- DeepWolf: Data set construction toward artificial intelligence-based identity recognition of werewolf (Bachelor, July 2021)
- DeepWolf: Artificial intelligence-based identity recognition in the Game of Werewolf (Semantic Analysis Direction) (Master, October 2021)
- DeepWolf: Artificial intelligence-based identity recognition in the Game of Werewolf (Intonation, Sentiment Analysis Direction) (Master, October 2021)
Research Interests
- Machine Learning, Deep Learning, Reinforcement Learning and Machine Learning based Application
- Context-aware Computing
- AI-based Context Recognition
- Cyber-Physical AI Systems
- Pervasive Computing and Internet of Things
Selected Projects
- Research project “Privacy Mechanisms”, funded by Evonik
Academic Services
Journal Reviewer
- Neural Computing and Applications
- IEEE Access
Projekte
Publikationen (13)
2023 (1)
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A Privacy-Protecting Step-Level Walking Direction Detection Algorithm Based on Floor VibrationIn: IEEE Sensors Journal
2022 (5)
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Deep Learning Based Framework for Emotion Recognition Using Facial Expression | Pakistan Journal of Engineering and Technology
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Transfer Learning-Based Framework for Sentiment Classification of Cosmetics Products Reviews | Pakistan Journal of Engineering and Technology
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A Comparative Analysis of Social Communication Applications Using Aspect Based Sentiment Analysis | Pakistan Journal of Engineering and Technology
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Pedestrian Counting Based on Piezoelectric Vibration SensorIn: Applied SciencesDOI: 10.3390/app12041920
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Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modeling approachIn: Expert Systems with Applications
2021 (2)
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Persistent Streams: The Internet With Ephemeral StorageIn: Tagungsband des FG-BS Herbsttreffens 2021
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IoT and Deep Learning Based Approach for Rapid Screening and Face Mask Detection for Infection Spread Control of COVID-19In: Applied SciencesDOI: 10.3390/app11083495
2020 (2)
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Deep Learning-based Vibration Signal Personnel Positioning SystemIn: IEEE Access
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A Privacy-Protecting Indoor Emergency Monitoring System based on Floor VibrationIn: Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers
2013 (1)
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Temperature-controlled water saving valveIn: Patent {CN}202812427U
2012 (2)
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Large powder material storageIn: Patent {CN}202509831U
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无线局域网络信道规划及控制技术分析In: 中国新通信