Publications

Selected Publications

*: Corresponding Author, #: Co-First Author.

  1. Kun Qian*, Zixing Zhang, Yoshiharu Yamamoto, and Björn W. Schuller, “Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring”, IEEE Signal Processing Magazine (IF-2021: 15.204), vol. 38, no. 4, pp. 78-88, 2021.
  2. Kun Qian*#, Maximilian Schmitt#, Huaiyuan Zheng*#, Tomoya Koike#, Jing Han, Juan Liu*, Wei Ji*, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, and Björn W. Schuller, “Computer Audition for Fighting the SARS-CoV-2 Corona Crisis — Introducing the Multi-task Speech Corpus for COVID-19”, IEEE Internet of Things Journal (IF-2021: 10.238), vol. 8, no. 21, pp. 16035-16046, 2021.
  3. Kun Qian*, Tomoya Koike, Kazuhiro Yoshiuchi, Björn W. Schuller, and Yoshiharu Yamamoto, “Can Appliances Understand the Behaviour of Elderly via Machine Learning? A Feasibility Study”, IEEE Internet of Things Journal (IF-2021: 10.238), vol. 8, no. 10, pp. 8343-8355, 2021.
  4. Kun Qian*#, Tomoya Koike#, Toru Nakamura, Björn W. Schuller, and Yoshiharu Yamamoto, “Learning Multimodal Representations for Drowsiness Detection”, IEEE Transactions on Intelligent Transportation Systems (IF-2021: 9.551), vol. 23, no. 8, pp. 11539-11548, 2022.
  5. Kun Qian*, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto, and Björn W. Schuller, “Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review”, IEEE Journal of Biomedical and Health Informatics (IF-2021: 7.021), vol. 25, no. 4, pp. 1233-1246, 2021.
  6. Kun Qian*, Christoph Janott, Vedhas Pandit, Zixing Zhang, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert and Björn W. Schuller, “Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multi-Feature Analysis”, IEEE Transactions on Biomedical Engineering (IF-2021: 4.756), vol. 64, no. 8, pp. 1731-1741, 2017.
  7. Fengquan Dong#, Kun Qian*#, Zhao Ren*, Alice Baird, Xinjian Li, Zhenyu Dai, Bo Dong, Florian Metze, Yoshiharu Yamamoto, and Björn W. Schuller, “Machine Listening for Heart Status Monitoring: Introducing and Benchmarking HSS–the Heart Sounds Shenzhen Corpus”, IEEE Journal of Biomedical and Health Informatics (IF-2021: 7.021), vol. 24, no. 7, pp. 2082-2092, 2020.
  8. Zengjie Zhang, Kun Qian*, Björn W. Schuller, and Dirk Wollherr, “An Online Robot Collision Detection and Identification Scheme by Supervised Learning and Bayesian Decision Theory”, IEEE Transactions on Automation Science and Engineering (IF-2021: 6.636), vol. 18, no. 3, pp. 1144-1156, 2021.
  9. Shuo Liu*, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian*, Emilia Parada-Cabaleiro, Bin Hu*, and Björn W. Schuller, “Capturing Time Dynamics from Speech using Neural Networks for Surgical Masks Detection”, IEEE Journal of Biomedical and Health Informatics (IF-2021: 7.021), vol. 26, no. 8, pp. 4291-4302, 2022.
  10. Kun Qian*, Maximilian Schmitt, Christoph Janott, Zixing Zhang, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Werner Hemmert, and Björn W. Schuller, “A Bag of Wavelet Features for Snore Sound Classification”, Annals of Biomedical Engineering (IF-2021: 4.219), vol. 47, no. 4, pp. 1000-1011, 2019.