Publications

Selected Publications

  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, accepted, in press, vol.38, no.4, pp.1-11, 2021. (IF-2019: 11.350)
  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, accepted, in press, pp.1-12, 2021. (IF: 9.936)
  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, accepted, in press, pp.1-13, 2020. (IF-2019: 9.936)
  4. 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, vol. 25, no. 4, pp. 1233-1246, 2021. (IF-2019: 5.223)
  5. 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, vol.64, no.8, pp.1731-1741, 2017. (IF-2019: 4.424)
  6. 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, vol.24, no.7, pp.2082-2092, 2020. (IF-2019: 5.223) (co-first author, corresponding author)
  7. 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, accepted, in press, pp.1-13, 2020. (IF-2019: 4.938) (corresponding author)
  8. Zixing Zhang, Ding Liu, Jing Han, Kun Qian*, and Björn W. Schuller, “Learning Audio Sequence Representations for Acoustic Event Classification”, Expert Systems with Applications, accepted, in press, pp.1-11, 2021. (IF-2019: 5.452) (corresponding author)
  9. 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, vol.47, no.4, pp.1000-1011, 2019. (IF-2019: 3.324)
  10. Kun Qian, Zixing Zhang, Alice Baird, and Björn W. Schuller, “Active Learning for Bird Sound Classification via a Kernel-based Extreme Learning Machine”, Journal of the Acoustical Society of America, vol.142, no.4, pp.1796-1804, 2017. (IF-2019: 1.780)