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[CS/CE] 阿拉巴马大学CS PHD: Data Mining, Machine Learning

[复制链接] |试试Instant~ |招生, cs/ce
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Two Ph.D. positions with RA support are available in Dr. Zhe Jiang's lab (Homepage: zhejiang<dot>cs<dot>ua<dot>edu) related to data mining and machine learning.
We particularly welcome applicants with the following qualities:

*Strong interest in data mining or machine learning, self-motivated
*Strong C/C++/Python programming
*Good presentation skills
*NO requirement of GRE for strong applicants

Preferred: Prior experience in machine learning, graphical models, optimization

To help evaluate your background, please send to Dr. Jiang the following items by email (zjiang@cs.ua.edu).

*CV
*Copies of undergraduate and graduate transcripts
*Prior publications if available

The lab mission is to conduct interdisciplinary Data Science research that not only advances computer science but also has significant real-world applications. We particularly focus on mining spatial and spatiotemporal data, such as GPS trajectories, earth observation imagery, geo-social media, etc. Applications include earth science, transportation, disaster management, public safety, etc. Our works have been published in the top data mining conferences and journals such as ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), IEEE International Conference on Data Mining (ICDM), IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Big Data (TBD). Our research is sponsored by both federal agencies (NSF, UCAR, USGS) and industry companies.

The University of Alabama (UA) is the flagship university in the state of Alabama. It has experienced rapid growth in research in recent years. UA is classified as “R1: Doctoral Universities – Very High Research Activity” in the Carnegie Classification of Institutions of Higher Education, based on research funding, research staff and the number of doctoral graduates.

上一篇:Two PhD Positions at Michigan Tech (Deep Learning, Security &amp; Privacy)
下一篇:奥本大学计算机系招收 2020 年秋季全奖博士生 2-3 名
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do you interest in deep learning and  computer version
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 楼主| sdm2019 前天 01:03 | 显示全部楼层
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Dr. Jiang 组里与美国联邦科研机构建立了深度合作,包括 National Oceanic and Atmospheric Administration (NOAA), United States Geological Survey (USGS)。
这些机构的科学家合作者对组里开发的时空大数据的机器学习算法表示了很大兴趣,提供项目资助把算法deploy到机构的运行平台中,用于美国自然灾害的检测等应用。

组里最近正在研究一系列前沿的新课题,包括深度学习和时空大数据的结合,可解释机器学习,以及城市交通等其他重要应用。组里研究风格不仅侧重于把算法发表到计算机领域的顶级会议和期刊,更强调应用的影响力。
时空大数据这个研究方向在城市计算,商业应用,地球和空间科学等等领域有着广泛的应用。希望感兴趣的同学尽早发邮件联系Dr Jiang。
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dtao 前天 03:23 | 显示全部楼层
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姜老师绝对靠谱,感兴趣的、秋季还没有去向的同学抓紧联系啊~
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