Prediction of protein solvent accessibility using PSO-SVR with multiple sequence-derived features and weighted sliding window scheme

Jian Zhang; Wenhan Chen; Pingping Sun; Xiaowei Zhao; Zhiqiang Ma

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Prediction of protein solvent accessibility using PSO-SVR with multiple sequence-derived features and weighted sliding window scheme

机译：使用具有多个序列衍生特征和加权滑动窗口方案的PSO-SVR预测蛋白质溶剂的可及性

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《BioData Mining》 |2015年第1期|共页
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Jian Zhang; Wenhan Chen; Pingping Sun; Xiaowei Zhao; Zhiqiang Ma;
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中图分类生物科学;
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1. Accurate prediction of protein folding rates from sequence and sequence-derived residue flexibility and solvent accessibility. [J] . Gao J, Zhang T, Zhang H, Proteins: Structure, Function, and Genetics . 2010,第9期

机译：从序列和序列衍生的残基灵活性和溶剂可及性准确预测蛋白质折叠速率。
2. Prediction of bioluminescent proteins by using sequence-derived features and lineage-specific scheme [J] . Jian Zhang, Haiting Chai, Guifu Yang, BMC Bioinformatics . 2017,第1期

机译：使用序列衍生特征和谱系特异性方案预测生物发光蛋白
3. Real value prediction of solvent accessibility in proteins using multiple sequence alignment and secondary structure. [J] . Garg A, Kaur H, Raghava GP Proteins: Structure, Function, and Genetics . 2005,第2期

机译：使用多序列比对和二级结构预测蛋白质中溶剂的可及性。
4. AN EXTREME LEARNING MACHINE CLASSIFIER FOR PREDICTION OF RELATIVE SOLVENT ACCESSIBILITY IN PROTEINS [C] . Saras Saraswathi, Andrzej Kloczkowski, Robert L. Jernigan International Conference on Fuzzy Computation . 2010

机译：一种极端学习机分类，用于预测蛋白质中相对溶剂可用性
5. Fast learning optimized prediction methodology for protein secondary structure prediction, relative solvent accessibility prediction and phosphorylation prediction [D] . Sundararajan, Saraswathi 2011

机译：用于蛋白质二级结构预测，相对溶剂可及性预测和磷酸化预测的快速学习优化预测方法
6. Prediction of protein solvent accessibility using PSO-SVR with multiple sequence-derived features and weighted sliding window scheme [O] . Jian Zhang, Wenhan Chen, Pingping Sun, 2015

机译：使用具有多个序列衍生特征和加权滑动窗口方案的PSO-SVR预测蛋白质溶剂的可及性
7. Prediction of protein solvent accessibility using PSO-SVR with multiple sequence-derived features and weighted sliding window scheme [O] . 2015

机译：使用具有多个序列衍生特征和加权滑动窗口方案的PSO-SVR预测蛋白质溶剂的可及性

Prediction of protein solvent accessibility using PSO-SVR with multiple sequence-derived features and weighted sliding window scheme

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