معرفی
Professor Marcin Budka is a Professor of Machine Learning and AI at Bournemouth University's Department of Computing and Informatics. He holds a PhD in Computational Intelligence (2010) from Bournemouth University, alongside degrees in Finance and Computer Science. His career spans academic research, industry projects, and leadership roles such as Head of Research in his department (2015-2017).
His research focuses on practical applications of AI, machine learning, and data science across domains including healthcare, forensics, transportation, and archaeology. Key projects involve predictive modeling for public transport systems, forensic footwear analysis using 3D technologies, and machine learning solutions for medical diagnostics. He has led EU-funded collaborations and Knowledge Transfer Partnerships, emphasizing societal impact.
Teaching responsibilities include MSc courses on Computer Vision, Business Intelligence, and Search & Optimization, alongside undergraduate Data Mining modules. His work integrates interdisciplinary approaches, combining computational methods with real-world challenges in fields like paleontology (e.g., human migration studies via footprint analysis) and endocrinology (carbimazole dosage optimization).
Recent publications highlight innovations like compression ratio diagnostics for vasculitis, AI-driven fraud detection frameworks, and 4D BIM integration. His methodologies emphasize robust data sampling techniques and adaptive predictive systems, reflected in over 90 peer-reviewed articles and book chapters.
