ICSDM 2015 – Proceedings 2015 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services

The proceedings contain 40 papers. The topics discussed include: making knowledge discovery services scalable on clouds for big data mining; a binary granular algorithm for spatiotemporal meteorological data mining; person trip data browser, analyzer and space-time visualizer; extracting map information from trajectory and social media data; an agent-based negotiation approach for knowledge exchange in cloud service platforms; exploring time-dependent traffic congestion patterns from taxi trajectory data; research of spatial co-location pattern mining based on segmentation threshold weight for big dataset; a method based on spatial analyst to detect hot spot of urban component management events; distributed clustering algorithm for spatial data mining; and global and collective outliers detection on hotspot data as forest fires indicators in Riau province, Indonesia.