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Prediction of Protein Structures, Functions, and Interactions
The growing flood of new experimental data generated by genome sequencing has provided an impetus for the development of automated methods for predicting the functions of proteins that have been deduced by sequence analysis and lack experimental characterization.
Prediction of Protein Structures, Functions and Interactions presents... | | Cluster Analysis for Data Mining and System Identification
Data clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics. Clustering is the classification of similar objects into different groups, or more precisely, the partitioning of a data set into subsets... | | |
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| | Systems Bioinformatics: An Engineering Case-Based ApproachThe high-throughput nature of bioinformatics and system biology has made traditional biological methods, which tend to focus one or two molecules at a time, obsolete. It has made engineering and problem solving skills essential to attack the resulting complex, multiscale problems. Certain technologies, such as robotics automation, microfabrication,... | | |
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