Yaxin Bi

Professor

  • York Street, Belfast Campus

    BT15 1AP Belfast

    United Kingdom

Calculated based on number of publications stored in Pure and citations from Scopus
1998 …2024

Research activity per year

Personal profile

Biography

Yaxin Bi is a Professor in the School of Computing at Ulster University and a core member of the Artificial Intelligence Research Centre within the School. He has over thirty years of research experience in Artificial Intelligence and its applications. He has a BSc (Hons) in Computing Science, an MSc by research in Computing Application, and a PhD in the area of Text Categorization with ensemble learning approaches. He is a Senior Fellow of the Higher Education Academy, UK.

Yaxin’s research interests include machine learning and ensemble learning in conjunction with the Dempster-Shafer theory of evidence. He has pioneered ensemble approaches for combining multiple classifiers using Dempster’s rule of combination, as well as measuring the diversity impact of evidential classifiers with varying metrics. He has secured more than £5 million in research funding from the funding bodies of the European Space Agency, the EU Frameworks and Horizon 2020 programs, Knowledge Transfer Partnership (KTP), Invest NI, and the Royal Society, UK, etc.

His research extends to the development of data analytics and decision-making methods under uncertainty to tackle real-world challenges in a wide range of applications. These include anomaly/change detection in satellite data and manufacturing process, energy consumption and generation analysis, crop classification and disease detection, generative simulation and digital twin, sentiment analysis, and sensor fusion for activity/event recognition. Yaxin has published over 200 peer-reviewed papers across international journals, edited books, book chapters and conference proceedings.

Yaxin held key roles for various international conferences and workshops as a general co-chair and program co-chair. He served as an associate editor for the International Journal of Artificial Intelligence Review (2015-2020). Currently, he serves as an associate editor for the International Journal of Intelligent Systems and an editorial board member of Real World Data Science (Royal Statistical Society, UK), as well as a steering committee member for both the International Conference on Knowledge Science, Engineering, and Management (KSEM) and the Science and Information (SAI) Conference.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 1 - No Poverty
  • SDG 2 - Zero Hunger
  • SDG 3 - Good Health and Well-being
  • SDG 6 - Clean Water and Sanitation
  • SDG 7 - Affordable and Clean Energy
  • SDG 8 - Decent Work and Economic Growth
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities
  • SDG 12 - Responsible Consumption and Production
  • SDG 13 - Climate Action
  • SDG 15 - Life on Land
  • SDG 16 - Peace, Justice and Strong Institutions

Fingerprint

Dive into the research topics where Yaxin Bi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
  • 1 Similar Profiles

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
  • Building Earthquake Damage Recognition Performance of Frequency Domain Texture Features

    Zhai, W., Bi, Y., Du, J. & Yang, G., 5 Sept 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 4658-4661 4 p. (IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    10 Downloads (Pure)
  • Detection of Electromagnetic Seismic Precursors from Swarm Data by Enhanced Martingale Analytics

    Harrigan, S., Bi, Y., Huang, M., O’Neill, C., Zhai, W., Sun, J. & Zhang, X., 5 Jun 2024, (Published online) In: Sensors. 24, 11, p. 1-27 27 p., 3654.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    File
    10 Downloads (Pure)
  • A comparative study of chatbot response generation: traditional approaches versus large language models

    McTear, M., Varghese Marokkie, S. & Bi, Y., 9 Aug 2023, (Published online) Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023. Jin, Z., Jiang, Y., Ma, W., Buchmann, R. A., Ghiran, A.-M. & Bi, Y. (eds.). 1 ed. Germany, Vol. LNCS, volume 14118. p. 70-79 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14118 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • A Comparative Study of Deterministic and Stochastic Policies for Q-learning

    Bi, Y., Thomas-Mitchell, A., Zhai, W. & Khan, N., 2 Nov 2023, (Published online) 2023 4th International Conference on Artificial Intelligence, Robotics and Control, AIRC 2023. IEEE, p. 110-114 5 p. (2023 4th International Conference on Artificial Intelligence, Robotics and Control, AIRC 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    128 Downloads (Pure)
  • An Improved YOLOv5 Method to Detect Tailings Ponds from High-Resolution Remote Sensing Images

    Sun, Z., Li, P., Meng, Q., Sun, Y., Bi, Y. & Vanderhoof, M. (Editor), 28 Mar 2023, (Published online) In: remote sensing. 15, 7, p. 1-21 22 p., 1796.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    File
    15 Citations (Scopus)
    108 Downloads (Pure)