Application STKDE+

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F44994575%3A_____%2F21%3AN0000024" target="_blank" >RIV/44994575:_____/21:N0000024 - isvavai.cz</a>
Result on the web
<a href="http://kdeplus.cz/cz/stmethod" target="_blank" >http://kdeplus.cz/cz/stmethod</a>
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
Application STKDE+
Original language description
Spatial-Temporal Kernel Density Estimation PLUS (STKDE+) stems from the KDE+ method (Bíl et al., 2013) determining locations (parts of lines) with a statistically significant concentration of points (e. g. collisions, traffic crashes). These locations, which we refer to as hotspots, are significantly different from a pattern arising from random uniform distribution. The presence of hotspots therefore shows the least likely arrangement of points along the line section. The STKDE+ method extends the KDE+ framework by including the temporal dimension through a moving window approach. As a result, the hotspots are identified not only in space but also in time. It allows a user to observe the temporal evolution of hotspots.
Czech name
—
Czech description
—

Project
—
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Similar results(10)