Search Results - "Laubscher, Renee"
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A K-Main Routes Approach to Spatial Network Activity Summarization
Published in IEEE transactions on knowledge and data engineering (01-06-2014)“…Data summarization is an important concept in data mining for finding a compact representation of a dataset. In spatial network activity summarization (SNAS),…”
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Journal Article -
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Ring-Shaped Hotspot Detection: A Summary of Results
Published in 2014 IEEE International Conference on Data Mining (01-12-2014)“…Given a collection of geo-located activities (e.g., Crime reports), ring-shaped hotspot detection (RHD) finds rings, where concentration of activities inside…”
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Conference Proceeding -
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Geo-referenced Time-Series Summarization Using k-Full Trees: A Summary of Results
Published in 2012 IEEE 12th International Conference on Data Mining Workshops (01-12-2012)“…Given a set of regions with activity counts at each time instant (e.g., a listing of countries with number of mass protests or disease cases over time) and a…”
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Conference Proceeding