Hierarchical Bayesian Networks: An Approach to Classification and Learning for Structured Data. - Elias Gyftodimos; Peter A. Flach (SETN, 2004)

Combining Bayesian Networks with Higher-Order Data Representations. - Elias Gyftodimos; Peter A. Flach (IDA, 2005)

A probabilistic graphical model framework for higher-order term-based representations. - Elias Gyftodimos (2005)

An Intelligent Aide for Interpreting a Patient's Dialysis Data Set. - Derek H. Sleeman; Nick Fluck; Elias Gyftodimos; Laura Moss; Gordon Christie (AIME, 2007)

Analysing PET scans data for predicting response to chemotherapy in breast cancer patients. - Elias Gyftodimos; Laura Moss; Derek H. Sleeman; Andrew Welch (SGAI Conf. (Applications), 2007)

A comparison between clinical decisions made about lung cancer patients and those inherent in the corresponding Scottish Intercollegiate Guidelines Network (SIGN) guideline. - Derek H. Sleeman; Laura Moss; Elias Gyftodimos; Marianne Nicolson; Graham Devereux (Health Informatics J., 2010)

Gradient projection decoding of LDPC codes and algorithmic variations. - Christos Kasparis; Maxmime Beaudonnet; Elias Gyftodimos; Barry G. Evans (IET Commun., 2010)