Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Prediction of protein–protein interactions is very important for several bioinformatics tasks though it is not a straightforward problem. , employing only protein sequence information, a framework is presented to predict protein–protein interactions using a probabilistic-based tree augmented nai¨ve (TAN) Bayesian network. Our framework also provides a confidence level for every predicted interaction, which is useful for further analysis by the biologists. The framework is applied to the yeast interaction datasets for predicting interactions and it is shown that our framework gives better performance than support vector machine (SVM). The framework is implemented as a bserver and is available for prediction.
['Arunkumar Chinnasamy', 'Ankush Mittal', 'Wing-Kin Sung']
I am writing a research paper on a idea Probabilistic prediction of protein-protein interactions from the protein sequences
[{"from": "human", "value": "I am writing a research paper on a idea Probabilistic prediction of protein-protein interactions from the protein sequences"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Prediction of protein\u2013protein interactions is very important for several bioinformatics tasks though it is not a straightforward problem. , employing only protein sequence information, a framework is presented to predict protein\u2013protein interactions using a probabilistic-based tree augmented nai\u00a8ve (TAN) Bayesian network. Our framework also provides a confidence level for every predicted interaction, which is useful for further analysis by the biologists. The framework is applied to the yeast interaction datasets for predicting interactions and it is shown that our framework gives better performance than support vector machine (SVM). The framework is implemented as a bserver and is available for prediction."}]