Research output per year
Research output per year
Personal profile
Biography
Yaxin Bi is a Reader in School of Computing and Mathematics, a core member of the Computer Science Research Institute at Ulster University. His main research interests include multiple supervised and unsupervised machine (deep) learning-based classification systems and ensemble methods in conjunction with the Dempter-Shafer (DS) theory of evidence and Rough Set theory. Yaxin has developed a range of big data analytics and decision making with uncertainty methods to address real world problems, including satellite data exploitation with an emphasis on anomaly/change detection for hazardous analysis and risk resilience; sentiment analysis for opinion mining and cyberbullying detection; and sensor fusion for activity/event recognition in smart environments.Yaxin has been involved in a number of European Frameworks and Space Agency funded projects along with industry cooperation in the past decades and has more than 160 peer-reviewed publications in international journals and conferences. He has served for a number of international conferences as general chair, program co-chair and program committee member. Furthermore Yaxin is an associate editor for International Journal of Artificial Intelligence Review and International Journal of Intelligent System well as a steering committee member for the series of International Conference on Knowledge Science, Engineering and management (KSEM) and Science and Information (SAI) Conference.
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Research output
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An Enhanced Martingale Method for Detecting Seismic Precursors from Swarm Satellite Data
Harrigan, S., Bi, Y., Huang, M. & Zhao, G., 19 Jul 2021, p. 1.Research output: Contribution to conference › Poster › peer-review
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Automatic Anomaly Detection for Swarm Observations
Bi, Y., Christodoulou, V., Wilkie, FG., Zhao, G., Nicholl, P., Huang, M., Han, B. & Tang, J., 12 Jan 2021, In: Journal of Geodesy and Geoinformation Science. 4, 1, p. 94-108 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Climate change and the dynamics of age-related malaria incidence in Southern Africa
Lubinda, J., Haque, U., Bi, Y., Shad, M. Y., Keellings, D., Hamainza, B. & Moore, A. J., 1 Jun 2021, In: Environmental Research. 197, p. 1-12 12 p., 111017.Research output: Contribution to journal › Article › peer-review
Open AccessFile19 Downloads (Pure) -
Comparative Study on Seismic Precursors Detected from Swarm, CSES and CSELF by Deep Machine Learning- based Approaches
Bi, Y., Zhang, X., Sun, J., Huang, M. & Lasserre, C., 23 Jul 2021. 2 p.Research output: Contribution to conference › Abstract › peer-review
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Detecting Seismic Anomalies from Satellite and Ground-based Network Data with Multiple Parameters
Bi, Y., 20 Jul 2021, p. 1.Research output: Contribution to conference › Abstract › peer-review
Activities
- 5 Consultancy
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Tekenable Ltd Fusion Project
Maurice Mulvenna (Consultant) & Yaxin Bi (Consultant)
2017 → 2018Activity: Consultancy
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Innovation Voucher: Social Sentiment Analysis Around Events
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
14 Dec 2014Activity: Consultancy
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Innovation Voucher: Sentiment Mining
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
26 May 2014Activity: Consultancy
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Innovation Voucher: Assessment of Digital Image Processing to Identify Problem Images in Social Media Messages
Raymond Bond (Consultant), Gaye Lightbody (Consultant), Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
22 Oct 2014Activity: Consultancy
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Innovation Voucher: Online Music Web Platform
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
9 Sep 2013Activity: Consultancy