... 关键词:蛋白质二级结构预测; 隐马尔可夫模型; 人工神经网络 [gap=1028]Key words:protein secondary structure prediction(HMM); hidden Markov model; artificial neural network(ANN) ..
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蛋白质的二级结构预测 Protein secondary structure prediction
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摘要:介绍了构造性机器学习方法——覆盖算法在蛋白质二级结构预测中的应用。
Absrtact: Mainly introduces protein secondary structure prediction based on structural machine learning-covering algorithm.
蛋白质二级结构预测是蛋白质结构预测的重要组成部分,是蛋白质结构预测最关键的步骤。
Protein secondary structure prediction becomes the most important step of predicting the space conformation from protein molecule.
文章针对蛋白质二级结构预测这一复杂非线性模式分类问题,提出了基于径向基函数的预测方法。
Aiming at solving the complicated non-linear pattern classification problem of protein secondary structure prediction, a new method based on radial basis function is proposed.
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