图 书 馆
机器学习与系统生物科学Machine Learning and Systems Biosciences |
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| 课程网址: | http://videolectures.net/solomon_dzeroski_mlsb/ |
| 主讲教师: | Sašo Džeroski |
| 开课单位: | 约瑟夫·斯特凡学院 |
| 开课时间: | 2011-01-10 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The talk will discuss two topics that have recently attracted a lot of attention within machine learning and data mining, namely structured-output prediction and constraint-based data mining. It will present some recently developed approaches addressing these topics. It will also discuss applications of these approaches in the area of system biosciences, namely systems biology and ecology. Example applications from systems biology include gene function prediction, predicting the response of genes to stress and analyzing image data from genome and compound screens. Ecological applications include predicting the state of ecosystems, such as forests, from satellite images, predicting the composition of biological communities from environmental data and taxonomical classification from images. |
| 关 键 词: | 机器学习; 数据挖掘; 系统生物学 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-09-21：cwx |
| 阅读次数: | 53 |