Computational Biology

Bioinformatics

  • Biological Sequence Analysis : Probabilistic Models of Proteins and Nucleic Acids
–Richard Durbin, et al. ISBN 0521629713
Comprehensive account of HMMs and more. Probably the best book on probability-based models.
  • Fundamental Concepts of Bioinformatics
–Dan E. Krane, Michael L. Raymer ISBN 0805346333
A nice introductory book on Bioinformatics
  • Bioinformatics Computing
–Bryan Bergeron ISBN 0131008250

Systems Biology

  • Systems Biology — Properties of Reconstructed Networks

–Bernhard O. Palsson ISBN 0521859034

Palsson is the renowned expert for biological network reconstruction and stoichiometric analysis. He and his group have contributed several techniques and built on FBA, ExPA, SVD of stoichiometric matrices etc.

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