Introduction to Computational Molecular Biology, J.Setubal and J.Meidanis, PWS Publishing Company, ISBN: 0534952623.
Data Mining Practical Machine Learning Tools and Techniques with JAVA Implementation, IH Witten and E Frank, Morgan Kaufmann Publishers, ISBN 1-55860-552-5
Bioinformatics: A Practical Guide to the Analysis
of Genes and Proteins, A.D.Baxevanis and B.F.F.Ouellette, Wiley-Interscience,
ISBN: 0471191965.
Strong Focus on Internet
Resources: Guide to Human Genome Computing. Bishop,M.
Ed. 2nd Edition. Academic Press, ISBN 0-12-102051-7
For algorithms particularly
in the context of computational biology: Algorithms on Strings,
Trees and Sequences: Computer Science and
For Hidden Markov Models:Biological
Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids,
R. Durbin, S. Eddy, A. Krogh, G. Mitchison, Cambridge University
Press, ISBN: 0-521-62041
For rigorous mathematics:Introduction
to Computational Biology: Maps, Sequences, Genomes,
Computational Molecular Biology , An Algorithmic
Approach. P. A. Pezvener, MIT Press ISBN 0-262-16197-4
Nice inroductory segments,but a how-to-use existing software manual: Bioinformatics Computer Skills, Gibas,C
Jambeck,P O'Reilly Press, 2001. ISBN 1-56592-664-1
Really
good on HMMs, signal and motif recognition Computational
Methods in Molecular Biology, Salzberg,, Searls, DB, Kasif, S eds.
Elsevier, ISBN0-444-50204-1
Finding Groups In Data, An Introduction
to Cluster Analysis, Kaufman, l,
Rousseeuw,P John Wiley and Sons, ISBN: 0-471-87876-6
Multivariate Statistical Analysis, A Conceptual
Introduction, Kachigan, S. Radius Press. ISBN: 0-942154-91-6
Pattern Recognition, S Theodoridis, K Koutroumbas
Academic Press, ISBN: 0-12-686140-4
Pattern Discovery in Biomolecular Data
Tools, Techniques, and Applications. Wang, J, Shapiro,B, Shasha,D
Eds. Oxford University Press, ISBN 0-19-511940-1
A real gem: Machine
Learning, Mitchell, T, McGraw-Hill ISBN 0-07-042807-7
For Molecular Biology, Biochemistry, Genetics
Wonderful: Molecular
Cell Biology - 4th Edition. Lodish,H, Berk, A, Zipursky,SL, Matsudaira,
P, Baltimore, D, Darnell, J, WH Freeman and Company,
ISBN 0-7167-3136-3
Biochemistry
- Second Edition. Voet, D, Voet, J John Wilet & Sons ISBN
0-471-58651-X
A clear explanation of genetic
concepts-also good history Genetics a molecular
approach Second Edition Brown, TA. Chapman and Hall ISBN
0-412-44730-4b
Reference Books
Bioinformatics: The Machine Learning Approach,
P. Baldi and S. Brunal, MIT Press, ISBN: 0-262-02442-X
Computational Biology, D. Gusfield,
Cambridge University Press, ISBN:
0521585198.
M.S.Waterman, Chapman & Hall, ISBN: 0412993910.
Other Useful Reference Texts
Nice overview but has some
continuity problems: Bioinformatics Basics, Rashidi,H,
Buehler,L CRC Press, 2000. ISBN 0-8493-2375-4