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Spatiotemporal data mining: A computational perspective (2015)
Journal Article
Shekhar, S., Jiang, Z., Ali, R. Y., Eftelioglu, E., Tang, X., Gunturi, V. M., & Zhou, X. (2015). Spatiotemporal data mining: A computational perspective. ISPRS International Journal of Geo-Information, 4(4), 2306-2338. https://doi.org/10.3390/ijgi4042306

Explosive growth in geospatial and temporal data as well as the emergence of new technologies emphasize the need for automated discovery of spatiotemporal knowledge. Spatiotemporal data mining studies the process of discovering interesting and previo... Read More about Spatiotemporal data mining: A computational perspective.

A Critical-Time-Point Approach to All-Departure-Time Lagrangian Shortest Paths (2015)
Journal Article
Gunturi, V. M., Shekhar, S., & Yang, K. (2015). A Critical-Time-Point Approach to All-Departure-Time Lagrangian Shortest Paths. IEEE Transactions on Knowledge and Data Engineering, 27(10), 2591-2603. https://doi.org/10.1109/TKDE.2015.2426701

Given a spatiooral network, a source, a destination, and a desired departure time interval, the All-departure-time Lagrangian Shortest Paths (ALSP) problem determines a set which includes the shortest path for every departure time in the given interv... Read More about A Critical-Time-Point Approach to All-Departure-Time Lagrangian Shortest Paths.