My research fields include Data Mining, Machine Learning and Spatial-temporal Database. Currently I am conducting projects towards autonomous cars. In the past, I have been involved in many data modelling and software development projects.
1. Zhang, B., Trajcevski, G., & Liu, F. Clustering Speed in Multi-lane Traffic Networks. ACM CIKM 2016. Click for source code
The map data is available from OpenStreetMap.
The Rome Taxi data is available from CRAWDAD.
2. Zhang, B., Trajcevski, G., & Liu, L. (2015). Towards fusing uncertain location data from heterogeneous sources. GeoInformatica, 1-34. Click for dataset and source code
In the ero of Big Data, human are generating terabytes of data everyday. Nowadays, decision making, recommendation and many "smart" application all rely on the collection of data.
Given the best data, the more important factor is a smart mind of data processing and interpretation.
For a success application, a good system architecture and efficient development execution is essential as well.
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