迷失在翻译与机器学习生物学问题的解决Lost in Translation -- Solving biological problems with machine learning |
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课程网址: | http://videolectures.net/mlss07_kohlbacher_ltsbp/ |
主讲教师: | Oliver Kohlbacher |
开课单位: | 蒂宾根大学 |
开课时间: | 2007-08-02 |
课程语种: | 英语 |
中文简介: | 我们展示了机器学习方法在生物学,化学和药学方面的应用,以及蛋白质亚细胞定位的预测,寡核苷酸的色谱分离的预测以及经皮药物吸收的预测。对于这些示例,我们展示了如何将主要数据转换为特定于问题的功能对于解决分类和回归问题至关重要。 |
课程简介: | We demonstrate the application of machine learning methods to problems from biology, chemistry, and pharmacy, nameley the prediction of protein subcellular localization, prediction of chromatiographic separation of oligo nucleotides, and the prediction of percutaneous drug absorption. For these examples, we show how translating the primary data into problem-specific features is essential for solving classification and regression problems. |
关 键 词: | 机器学习方法; 生物学; 化学; 药学 |
课程来源: | 视频讲座网 |
最后编审: | 2020-10-02:yumf |
阅读次数: | 55 |