图 书 馆
在生态系统中的信息的机器学习和可持续性Machine Learning in Ecosystem Informatics and Sustainability |
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| 课程网址: | http://videolectures.net/ijcai09_dietterich_mleis/ |
| 主讲教师: | Thomas Dietterich, Carlos Guestrin |
| 开课单位: | 俄勒冈州立大学 |
| 开课时间: | 2009-07-22 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Ecosystem Informatics brings together mathematical and computational tools to address scientific and policy challenges in the ecosystem sciences. These challenges include novel sensors for collecting data, algorithms for automated data cleaning, learning methods for building statistical models from data and for fitting mechanistic models to data, and algorithms for designing optimal policies for biosphere management. This talk will describe recent work on the first two of these---new devices for automated arthropod population counting and linear Gaussian DBNs for automated cleaning of sensor network data. It will also give examples of open problems along the whole spectrum from sensors to policies. |
| 关 键 词: | 生态资讯; 拟合机理模型数据; 生物圈管理 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-10-14：yumf |
| 阅读次数: | 54 |