[PDF][PDF] Mining Protein Databases using Machine Learning Techniques
R da Silva Camargo, M Niranjan - Journal of Integrative …, 2008 - degruyter.com
With a large amount of information relating to proteins accumulating in databases widely
available online, it is of interest to apply machine learning techniques that, by extracting
underlying statistical regularities in the data, make predictions about the functional and
evolutionary characteristics of unseen proteins. Such predictions can help in achieving a
reduction in the space over which experiment designers need to search in order to improve
our understanding of the biochemical properties. Previously it has been suggested that an …
available online, it is of interest to apply machine learning techniques that, by extracting
underlying statistical regularities in the data, make predictions about the functional and
evolutionary characteristics of unseen proteins. Such predictions can help in achieving a
reduction in the space over which experiment designers need to search in order to improve
our understanding of the biochemical properties. Previously it has been suggested that an …
Mining Protein Databases using Machine Learning Techniques
RS Camargo, M Niranjan - Journal of Integrative Bioinformatics, 2008 - degruyter.com
With a large amount of information relating to proteins accumulating in databases widely
available online, it is of interest to apply machine learning techniques that, by extracting
underlying statistical regularities in the data, make predictions about the functional and
evolutionary characteristics of unseen proteins. Such predictions can help in achieving a
reduction in the space over which experiment designers need to search in order to improve
our understanding of the biochemical properties. Previously it has been suggested that an …
available online, it is of interest to apply machine learning techniques that, by extracting
underlying statistical regularities in the data, make predictions about the functional and
evolutionary characteristics of unseen proteins. Such predictions can help in achieving a
reduction in the space over which experiment designers need to search in order to improve
our understanding of the biochemical properties. Previously it has been suggested that an …
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