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Projects

My work is supported by the PASCAL2 European Network of Excellence, as well as by the EPSRC project EP/G056447/1 and various other smaller grants.

Research projects I am currently working on include:

  • Theory of Pattern Analysis, and the development of a unifying framework for pattern analysis (joint with Nello Cristianini and John Shawe-Taylor).
  • Statistical foundations of Data Mining (with Akis Kontonasios, Eirini Spyropoulou, and Tristan Snowsill).
  • Machine Learning for Music Information Retrieval (with Matt McVicar, Dr. Ni Yizhao, and Raul Santos Rodriguez).
  • Web and Text Mining, and Media Analysis (with all members of the Pattern Analysis and Intelligent Systems research group, including Omar Ali, Nick Fyson, and Tristan Snowsill).

Besides these research projects, I am also interested in commercial and industrial applications of data mining, statistical data analysis, and machine learning, via academic-industrial collaborations as well as in a consulting role, or by delivering tailored training courses. Please contact me for more information.