Supervised Theses

• Issue Specific Audio Event detection using Deep Learning (Master, October 2019)
• Video-based Situational Awareness System with Privacy Protection (Master, July 2020)
• Context perception system design and implementation based on vibration signals (Master, November 2020)
• Context Awareness Oriented Internet of Things Platform Design and Implementation (Bachelor, November 2020)
• Issue Specific: Estimation of Walking Direction and Number of Walking People basing on Vibration Signal with Machine Learning (Bachelor, November 2020)
• Design and Implementation of an AI-oriented 3D Smart Home Simulator (Bachelor, March 2021)
• AI-Based Streaming Mass Measurement Approach and Key Algorithm Design and Implementation (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

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Projects

• Evonik Digital Research

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Publications (13)

2023 (1)

• Yu, Yang and Carl, Oskar and Hussain, Shabir and Hou, Weiyan and Weis, Torben
  A Privacy-Protecting Step-Level Walking Direction Detection Algorithm Based on Floor Vibration
  In: IEEE Sensors Journal
  DOI: 10.1109/JSEN.2022.3209909

2022 (5)

• Yu, Yang
  Deep Learning Based Framework for Emotion Recognition Using Facial Expression | Pakistan Journal of Engineering and Technology
• Yu, Yang
  Transfer Learning-Based Framework for Sentiment Classification of Cosmetics Products Reviews | Pakistan Journal of Engineering and Technology
• Yu, Yang
  A Comparative Analysis of Social Communication Applications Using Aspect Based Sentiment Analysis | Pakistan Journal of Engineering and Technology
• Yu, Yang and Qin, Xiangju and Hussain, Shabir and Hou, Weiyan and Weis, Torben
  Pedestrian Counting Based on Piezoelectric Vibration Sensor
  In: Applied Sciences
  DOI: 10.3390/app12041920
• Shabir Hussain and Muhammad Ayoub and Ghulam Jilani and Yang Yu and Akmal Khan and Junaid Abdul Wahid and Muhammad Farhan Ali Butt and Guangqin Yang and Dietmar P.F. Moller and Hou Weiyan
  Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modeling approach
  In: Expert Systems with Applications
  DOI: https://doi.org/10.1016/j.eswa.2022.118119

2021 (2)

• Carl, Oskar and Zdankin, Peter and Schaffeld, Matthias and Matkovic, Viktor and Yu, Yang and Elbers, Timo and Weis, Torben
  Persistent Streams: The Internet With Ephemeral Storage
  In: Tagungsband des FG-BS Herbsttreffens 2021
  DOI: 10.18420/fgbs2021h-01
• Hussain, Shabir and Yu, Yang and Ayoub, Muhammad and Khan, Akmal and Rehman, Rukhshanda and Wahid, Junaid Abdul and Hou, Weiyan
  IoT and Deep Learning Based Approach for Rapid Screening and Face Mask Detection for Infection Spread Control of COVID-19
  In: Applied Sciences
  DOI: 10.3390/app11083495

2020 (2)

• Yu, Yang and Waltereit, Marian and Matkovic, Viktor and Hou, Weiyan and Weis, Torben
  Deep Learning-based Vibration Signal Personnel Positioning System
  In: IEEE Access
  DOI: 10.1109/ACCESS.2020.3044497
• Yu, Yang and Weis, Torben
  A Privacy-Protecting Indoor Emergency Monitoring System based on Floor Vibration
  In: 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
  DOI: 10.1145/3410530.3414423

2013 (1)

• Yu, Yang
  Temperature-controlled water saving valve
  In: Patent {CN}202812427U

2012 (2)

• Yu, Yang
  Large powder material storage
  In: Patent {CN}202509831U
• 于洋(Yu, Yang)
  无线局域网络信道规划及控制技术分析
  In: 中国新通信

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Teaching

WiSe 20/21

• Distributed Systems
• Rechnernetze und Kommunikationssysteme

SoSe 2020

• Verteilte Systeme

WiSe 19/20

• Distributed Systems

WiSe 18/19

• Distributed Systems
• Praxisprojekt: Online-Portal zur zentralen Zuteilung von Praxisprojekten
• Rechnernetze und Kommunikationssysteme