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.
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):
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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 AccessFile19 Citations (Scopus)31 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)23 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