Speaker: Chu Wei (Gatsby Computational Neuroscience Unit, UCL) Title: Bayesian Segmental Models for Protein Secondary Structure Prediction In this work, we develop segmental semi-Markov models (SSMM) to exploit alignment profiles for protein secondary structure prediction. A novel parameterized model is proposed as the likelihood function for the SSMM to capture the segmental conformation from the profiles. By incorporating the information of long range interactions in $\beta$-sheets, this model is capable to carry out inference on contact maps. Bio: Url: http://www.gatsby.ucl.ac.uk/~chuwei/