Research output per year
Research output per year
Dr
Shore Road, Jordanstown Campus
BT37 0QB Newtownabbey
United Kingdom
Research activity per year
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.
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):
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Research output: Book/Report › Anthology › peer-review
Maurice Mulvenna (Consultant) & Yaxin Bi (Consultant)
Activity: Consultancy
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
Activity: Consultancy
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
Activity: Consultancy
Raymond Bond (Consultant), Gaye Lightbody (Consultant), Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
Activity: Consultancy
Yaxin Bi (Consultant) & Maurice Mulvenna (Consultant)
Activity: Consultancy