Yaxin Bi

reader, School of Computing
reader, Faculty Of Computing, Eng. & Built Env.

https://orcid.org/0000-0002-0979-4084

Phone+442890366582
Emaily.bi@ulster.ac.uk

Shore Road, Jordanstown Campus
BT37 0QB Newtownabbey
United Kingdom

1108 Citations
17 h-Index

Research output per year

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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

1108 Citations
17 h-Index
61 Conference contribution
44 Article
33 Chapter
5 Anthology

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

Open Access

File

4 Citations (Scopus)

11 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

Open Access

File

36 Downloads (Pure)

Data mining and machine learning approaches for prediction modelling of schistosomiasis disease vectors: Epidemic Disease Prediction Modelling

Fusco, T., Bi, Y., Wang, H. . HY. & Fiona, B., 28 Oct 2019, (Accepted/In press) In : International Journal of Machine Learning and Cybernetics. 31 p.

Research output: Contribution to journal › Article

Open Access

File

36 Downloads (Pure)

Intelligent Systems and Applications

Bi, Y., Bhatia, R. & Kapoor, S., 5 Sep 2019, Intelligent Systems and Applications. 1 ed. Germany : Springer, Vol. 1. 490 p. ( Advances in Intelligent Systems and Computing; vol. 1009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution