1. ELM Meets Urban Big Data Analysis: Case Studies.
- Author
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Zhang, Ningyu, Chen, Huajun, Chen, Xi, and Chen, Jiaoyan
- Subjects
- *
DATA analysis , *COMPUTER systems , *URBAN communication , *INDEPENDENT component analysis , *COMPUTER science - Abstract
In the latest years, the rapid progress of urban computing has engendered big issues, which creates both opportunities and challenges. The heterogeneous and big volume of data and the big difference between physical and virtual worlds have resulted in lots of problems in quickly solving practical problems in urban computing. In this paper, we propose a general application framework of ELM for urban computing. We present several real case studies of the framework like smog-related health hazard prediction and optimal retain store placement. Experiments involving urban data in China show the efficiency, accuracy, and flexibility of our proposed framework. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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