Books in bioinformatics:
- An Introduction to Bioinformatics Algorithms Neil C. Jones
and
Pavel A. Pevzner, 2004
- Guide to Analysis of DNA Microarray Data, 2nd Edition Steen
Knudsen, 2004.
- Bioinformatics: The Machine Learning Approach, Second Edition.
Pierre Baldi and Sren Brunak. 2001.
- Data Analysis and Classification for
Bioinformatics Arun Jagota, 2000.
- Structural Bioinformatics. Philip
E. Bourne (Editor), Helge Weissig (Editor) , 2003.
- Protein
Bioinformatics: An Algorithmic Approach to Sequence and Structure
Analysis
- Ingvar Eidhammer, Inge Jonassen, William R. Taylor, 2004.
- Pattern Discovery in Biomolecular Data : Tools,
Techniques,
and Applications
- by Jason T. L. Wang (Editor), Bruce A. Shapiro (Editor), Dennis
Elliott
Shasha, 1999.
Books in machine learning:
- Kernel Methods for Pattern Analysis. John Shawe-Taylor and
Nello Cristianini, 2004.
- The Elements of Statistical Learning: Data Mining, Inference,
and Prediction. T. Hastie, R. Tibshirani, and J. Friedman, 2001.
- Pattern Classification. Richard Duda, Peter Hart, and David
Stork. 2nd edition, 2000.
- Kernel Methods in Computational Biology.
Bernhard Scholkopf,
Koji Tsuda, and Jean-Philippe Vert, editors, 2004.
- Introduction to Data Mining. Pang-Ning Tan, Michael Steinbach,
Vipin Kumar. 2005.
- Machine Learning. Tom Mitchell. 1997.
- Learning with Kernels: Support Vector
Machines,
Regularization, Optimization, and Beyond (Adaptive Computation and
Machine Learning) Bernhard Schlkopf, Alexander J. Smola, 2002.