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Xin Liu
Researcher at China University of Petroleum
Publications - 52
Citations - 440
Xin Liu is an academic researcher from China University of Petroleum. The author has contributed to research in topics: Cloud computing & Deep learning. The author has an hindex of 9, co-authored 46 publications receiving 266 citations.
Papers
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Journal ArticleDOI
POCA4SD: A Public Opinion Cellular Automata for Situation Deduction
TL;DR: Experiments with the real data from Sina Weibo online users show that the cells in the cellular automata can accurately simulate users’ behavior, and the deduction results are close to the trend of real historical events.
Proceedings ArticleDOI
Towards a High Speed Video Cloud Based on Batch Processing Integrated with Fast Processing
TL;DR: This paper proposes a general cloud-based video platform that can provide a robust solution to intelligent analytic and storage for video data, called ViCiBaF architecture (Video Cloud integrated with Batch processing and Fast processing) architecture.
Proceedings ArticleDOI
An Evolutive Frequent Pattern Tree-based Incremental Knowledge Discovery Algorithm
TL;DR: A novel knowledge discovery algorithm based on double evolving frequent pattern trees that can trace the dynamically evolving data by an incremental sliding window is proposed that can discover new knowledge from evolving data with good performance and high accuracy.
Proceedings ArticleDOI
Topic detection based on similar networks
TL;DR: This paper constructs similar networks and detects topics from similar communities that reduces the processing overhead in obtaining real-time topics and collects public topics from the microposts of delegates selected from each similar community.
Proceedings ArticleDOI
Fully Convolutional Network Based Ship Plate Recognition
TL;DR: An effcient Fully Convolutional Network based Plate Recognition approach FCNPR, which uses a CNN to locate ships, then detects plate text lines with the fully convolutional network (FCN).