معرفی
Dr. Eman Nashnush serves as a Lecturer and Program Leader for the foundation year in Computer Science at the University of Salford's School of Science, Engineering & Environment. She teaches core modules including Database Systems, Programming Languages, and Data Theory while supervising undergraduate and postgraduate projects in AI and Computer Science.
Education:
- First class BSc(Hons)/MSc(Hons) in Computer Science from Tripoli University (2001/2009)
- Ph.D. in Computer Science from University of Salford (2015)
Research Focus: Her work centers on cost-sensitive machine learning algorithms, particularly Bayesian networks, extending into Big Data Analytics, Computer Vision, and predictive systems. She develops methods addressing misclassification costs in real-world applications like fraud detection and medical diagnostics.
Publication Trends: Recent works (2014-2024) show evolution from foundational cost-sensitive Bayesian network algorithms toward practical business applications, notably Big Data adoption in SMEs. Her research bridges theoretical machine learning with industry implementation.
Scientific Awards:
- No documented awards in provided materials
Advising & Grants: Supervises numerous undergraduate and postgraduate projects. Secured Knowledge Transfer Partnership (KTP) funding in 2016 for data mining optimization in car finance brokerage. Actively contributes to curriculum development as module leader for foundational computing courses.
Labs & Teams: Affiliated with the Informatics Research Centre, focusing on AI and data analytics applications across business and engineering domains.
