PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Towards Structured Output Prediction of Enzyme Function
Katja Astikainen, Liisa Holm, Esa Pitkänen, Sandor Szedmak and Juho Rousu
In: Machine Learning in Systems Biology, 24-25 Sep 2007, Evry, France.

Abstract

In this paper we describe work in progress in developing kernel methods for enzyme function prediction. Our focus is in developing so called structured output prediction methods, where the enzymatic reaction is the combinatorial target object for prediction.

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EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
Theory & Algorithms
ID Code:3447
Deposited By:Juho Rousu
Deposited On:11 February 2008