Mr Stefano Ceccon

Contact

Information Systems and Computing St John's 121 Brunel University Uxbridge UB8 3PH United Kingdom

Tel: +44 (0)1895 265986 Email: stefano.ceccon@brunel.ac.uk

Research Interests

Data Integration, Bayesian Networks, Classification and Decision Support in particular related to Glaucoma. Marker-based Motion Capture and 3D Movement Reconstruction.

University Research Centre Membership

Research Group Membership

Publications

Conference Papers

(2011) Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A., The dynamic stage Bayesian network: identifying and modelling key stages in a temporal process, Symposium on Intelligent Data Analysis 2011, Lecture Notes in Computer Science (7014)

(2010) Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A., Investigations of clinical metrics and anatomical expertise with Bayesian network models for classification in early glaucoma, Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA 2010), held at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2010)

Book Chapters

(2011) Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A., Ensembles of Bayesian network classifiers using glaucoma data and expertise. In: Okun, O., Valentini, G. and Re, M. eds. Ensembles in Machine Learning Applications. Berlin/Heidelberg : Springer-Verlag (373) : 133- 150