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Person
Tian Guo
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Related publications (14)
Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.
Distributed Time Series Analytics
In recent years time series data has become ubiquitous thanks to affordable sensors and advances in embedded technology. Large amount of time-series data are continuously produced in a wide spectrum of applications, such as sensor networks, medical monitor ...
EPFL2017Hybrid Neural Networks for Learning the Trend in Time Series
Karl Aberer, Tao Lin, Tian Guo
The trend of time series characterizes the intermediate upward and downward behaviour of time series. Learning and forecasting the trend in time series data play an important role in many real applications, ranging from resource allocation in data centers, ...
2017Data Summarization with Social Contexts
Karl Aberer, Tian Guo, Rameez Rahman, Hao Zhuang, Xia Hu
While social data is being widely used in various applications such as sentiment analysis and trend prediction, its sheer size also presents great challenges for storing, sharing and processing such data. These challenges can be addressed by data summariza ...
Assoc Computing Machinery2016People doing similar research (32)