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FTML
2008
185views more  FTML 2008»
13 years 10 months ago
Graphical Models, Exponential Families, and Variational Inference
The formalism of probabilistic graphical models provides a unifying framework for capturing complex dependencies among random variables, and building large-scale multivariate stat...
Martin J. Wainwright, Michael I. Jordan
IJSI
2008
122views more  IJSI 2008»
13 years 10 months ago
Mining Gene Expression Data using Domain Knowledge
Biology is now an information-intensive science and various research areas, like molecular biology, evolutionary biology or environmental biology, heavily depend on the availabilit...
Nicolas Pasquier, Claude Pasquier, Laurent Brisson...
JCB
2008
108views more  JCB 2008»
13 years 9 months ago
Asymptotics of RNA Shapes
Abstract. RNA shapes, introduced by Giegerich et al. (17), provide a useful classification of the branching complexity for RNA secondary structures. In this paper, we derive an exa...
W. A. Lorenz, Yann Ponty, Peter Clote
CPHYSICS
2007
84views more  CPHYSICS 2007»
13 years 9 months ago
Structural models of human big conductance calcium- and voltage-gated potassium channels
Human big conductance Ca2+ - and voltage-gated K+ channels (hBK) are putative drug targets for cardiovascular, respiratory and urological diseases. Here we have used molecular sim...
Agata Kranjc, Claudio Anselmi, Paolo Carloni, Fran...
JMLR
2008
148views more  JMLR 2008»
13 years 9 months ago
Linear-Time Computation of Similarity Measures for Sequential Data
Efficient and expressive comparison of sequences is an essential procedure for learning with sequential data. In this article we propose a generic framework for computation of sim...
Konrad Rieck, Pavel Laskov