Marcin Budka

Professor Marcin Budka

  • Professor Of Data Science
  • Poole House P256b, Talbot Campus, Fern Barrow, Poole, BH12 5BB
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Biography

Marcin Budka received his dual MSc/BSc degree in Finance and Banking from the Katowice University of Economics (Poland, 2003), BSc in Computer Science from the University of Silesia (Poland, 2005) and PhD in Computational Intelligence from Bournemouth University (UK, 2010). Between 2003 and 2007 he was working as an engineer, project manager and team leader in a smart-metering start-up company, before pursuing an academic career. In the years 2011-2012 he was appointed as a Visiting Research Fellow at the Wroclaw University of Technology, Poland. Between 2015 and 2017 he was the Head of Research in the Department of Computing and Informatics at Bournemouth University.

Research

His research interests lie in a broadly understood area of AI, machine learning and data science, with a particular focus on practical applications. Throughout his career, I was involved in a number of consultancy and research projects with industry, ranging from EU-funded international research programmes to multiple Knowledge Transfer Partnerships, always with a particular focus on tangible impact and societally useful innovation.

Journal Articles

Books

Chapters

  • Balaguer-Ballester, E., Tabas-Diaz, A. and Budka, M., 2014. Empirical identification of non-stationary dynamics in time series of recordings. Springer Verlag, 142-151.
  • Budka, M., 2013. Clustering as an example of optimizing arbitrarily chosen objective functions. In: Nguyen, N., Trawinski, B., Katarzyniak, R. and Geun-Sik, J., eds. Advanced Methods for Computational Collective Intelligence. Springer Berlin / Heidelberg, 177-186.
  • Musial, K., Budka, M. and Blysz, W., 2013. Understanding the Other Side - The Inside Story of the INFER Project. 1-9.
  • Musial, K., Budka, M. and Blysz, W., 2012. Understanding the Other Side - the Inside Story of the INFER Project. In: Howlett, R.J. and Jain, L.C., eds. Innovation through Knowledge Transfer 2012. Springer Berlin Heidelberg, (in press).
  • Schierz, A.C. and Budka, M., 2011. High-Performance Music Information Retrieval System for Song Genre Classification. In: Kryszkiewicz, M., Rybinski, H., Skowron, A. and Ras, Z.W., eds. Proceedings of the 19th International Symposium on Methodologies for Intelligent Systems (ISMIS'11). Springer-Verlag.

Conferences

Reports

  • Abbas, A., Budka, M. and Gabrys, B., 2015. A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems.. Bournemouth University.
  • Budka, M., Eastwood, M., Gabrys, B., Kadlec, P., Schwan, S., Tsakonas, A. and Žliobaitė, I., 2011. From sensor readings to predictions: on the process of building soft sensors.
  • Budka, M., 2010. Coolant temperature forecasting for transformers data.

Theses

Others

  • Schierz, A.C., Budka, M. and Apeh, E., 2011. Winners' notes. Using Multi-Resolution Clustering for Music Genre Identification. TunedIT.
  • Juszczyszyn, K., Budka, M. and Musial, K., 2011. Complex Network Model - a New Perspective. The International School and Conference on Network Science (NetSci2011).

Profile of Teaching PG

  • L7 (MSc) Computer Vision (2019-)
  • L7 (MSc) Business Intelligence (2011-2018)
  • L7 (MSc) Search and Optimisation (2020)

Profile of Teaching UG

  • L6 Data Mining (2013-)

Grants

  • KTP - Bluestar Software Ltd. (InnovateUK, 01 Oct 2019). In Progress
  • KTP - We Are Base Limited (Innovate UK, 26 Oct 2015). Completed
  • Integrated software system for the 3-dimensional capture and analysis of footwear evidence (Natural Environment Research Council [2006-2012], 01 May 2015). Completed

Public Engagement & Outreach Activities

  • [New Scientist Live 2019] Dinosaurs to forensics
  • [Royal Society Summer Science Exhibition 2017] Dinosaurs to Forensics. Using ichnology to understand fossil trackways and track evidence at crime scenes

Qualifications

  • PhD in Computational Intelligence (Bournemouth University, UK, 2010)
  • BSc (Hons) in Ant Colony System for Cluster Analysis (University of Silesia, Poland, 2005)
  • MSc/BSc (dual) in E-banking: threats and safeguards (University of Economics in Katowice, Poland, 2003)

Memberships

The data on this page was last updated at 04:54 on March 2, 2021.