A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction.
Dawen XiaHuaqing LiBinfeng WangYantao LiZili ZhangPublished in: IEEE Access (2016)
Keyphrases
- big data
- traffic flow
- map reduce
- cloud computing
- nearest neighbor
- commodity hardware
- data analytics
- data management
- data intensive
- big data analytics
- unstructured data
- data processing
- cellular automata
- high dimensional
- data analysis
- business intelligence
- parallel computation
- open source
- knn
- knowledge discovery
- social media
- efficient implementation
- parallel computing
- database
- training set
- community detection
- machine learning