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 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 130 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 as 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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Modelling of Malaria Risk, Rates, and Trends: A Spatiotemporal approach for identifying and targeting sub-national Areas of High and Low Burden
Lubinda, J., Bi, Y., Hamainza, B., Haque, U. & Moore, AJ., 1 Mar 2021, In: PLoS Computational Biology. 17, 3, e1008669.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure) -
Near-term climate change impacts on sub-national malaria transmission
Lubinda, J., Haque, U., Bi, Y., Busiku, H. & Moore, AJ., 12 Jan 2021, In: Scientific Reports. 11, 1, p. 1-13 13 p., 751.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (Pure) -
Aggregated Topic Models for Increasing Social Media Topic Coherence
Blair, S., Bi, Y. & Mulvenna, M., 31 Jan 2020, In: Applied Intelligence. 50, 1, p. 138-156 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Citations (Scopus)29 Downloads (Pure) -
Detecting anomalies in sequential data augmented with new features
Kong, X., Bi, Y. & Glass, D. H., 31 Jan 2020, In: Artificial Intelligence Review. 53, p. 625-652 28 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)22 Downloads (Pure) -
A tool for Swarm satellite data analysis and anomaly detection
Christodoulou, V., Bi, Y. & Wilkie, FG., 25 Mar 2019, (Accepted/In press) In: PLoS ONE. p. 1 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile65 Downloads (Pure)
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: 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: Sentiment Mining
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
26 May 2014Activity: 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: Online Music Web Platform
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
9 Sep 2013Activity: Consultancy