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- W2131077233 abstract "Given a definition of change and a dataset about spatiotemporal ( ST ) phenomena, ST change footprint discovery is the process of identifying the location and/or time of such changes from the dataset. Change footprint discovery is fundamentally important for the study of climate change, the tracking of disease, and many other applications. Methods for detecting change footprints have emerged from a diverse set of research areas, ranging from time series analysis and remote sensing to spatial statistics. Researchers have much to learn from one another, but are stymied by inconsistent use of terminology and varied definitions of change across disciplines. Existing reviews focus on discovery methods for only one or a few types of change footprints (e.g., point change in a time series). To facilitate sharing of insights across disciplines, we conducted a multi‐disciplinary review of ST change patterns and their respective discovery methods. We developed a taxonomy of possible ST change footprints and classified our review findings accordingly. This exercise allowed us to identify gaps in the research that we consider ripe for exploration, most notably change pattern discovery in vector ST datasets. In addition, we illustrate how such pattern discovery might proceed using two case studies from historical GIS . WIREs Data Mining Knowl Discov 2014, 4:1–23. doi: 10.1002/widm.1113 This article is categorized under: Algorithmic Development > Spatial and Temporal Data Mining Fundamental Concepts of Data and Knowledge > Motivation and Emergence of Data Mining Technologies > Structure Discovery and Clustering" @default.
- W2131077233 created "2016-06-24" @default.
- W2131077233 creator A5037233397 @default.
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- W2131077233 date "2013-12-23" @default.
- W2131077233 modified "2023-10-17" @default.
- W2131077233 title "Spatiotemporal change footprint pattern discovery: an inter‐disciplinary survey" @default.
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- W2131077233 cites W1964897310 @default.
- W2131077233 cites W1965348225 @default.
- W2131077233 cites W1970143540 @default.
- W2131077233 cites W1972023946 @default.
- W2131077233 cites W1973749534 @default.
- W2131077233 cites W1978572064 @default.
- W2131077233 cites W1981934656 @default.
- W2131077233 cites W1985995825 @default.
- W2131077233 cites W1986489808 @default.
- W2131077233 cites W1991370590 @default.
- W2131077233 cites W2000335488 @default.
- W2131077233 cites W2002151188 @default.
- W2131077233 cites W2011572981 @default.
- W2131077233 cites W2016524693 @default.
- W2131077233 cites W2017805816 @default.
- W2131077233 cites W2025330518 @default.
- W2131077233 cites W2030864384 @default.
- W2131077233 cites W2032193155 @default.
- W2131077233 cites W2036798369 @default.
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- W2131077233 cites W2058148593 @default.
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- W2131077233 cites W2086260676 @default.
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- W2131077233 cites W2105556905 @default.
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- W2131077233 cites W2161273109 @default.
- W2131077233 cites W2161763247 @default.
- W2131077233 cites W2162703409 @default.
- W2131077233 cites W2165577558 @default.
- W2131077233 cites W2167731475 @default.
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- W2131077233 doi "https://doi.org/10.1002/widm.1113" @default.
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