Mining Positional Data Streams
| العنوان: | Mining Positional Data Streams |
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| المؤلفون: | Ulf Brefeld, Jens Haase |
| المصدر: | New Frontiers in Mining Complex Patterns ISBN: 9783319178752 NFMCP |
| بيانات النشر: | Springer International Publishing, 2015. |
| سنة النشر: | 2015 |
| مصطلحات موضوعية: | Event stream, Dynamic time warping, Computer science, Data stream mining, Trajectory, Preprocessor, Data mining, computer.software_genre, computer, Pipeline (software), Data mining algorithm |
| الوصف: | We study frequent pattern mining from positional data streams. Existing approaches require discretised data to identify atomic events and are not applicable in our continuous setting. We propose an efficient trajectory-based preprocessing to identify similar movements and a distributed pattern mining algorithm to identify frequent trajectories. We empirically evaluate all parts of the processing pipeline. |
| ردمك: | 978-3-319-17875-2 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::ec82be1aaba05ff7dcc81ae31d5ddf6b https://doi.org/10.1007/978-3-319-17876-9_7 |
| حقوق: | CLOSED |
| رقم الأكسشن: | edsair.doi...........ec82be1aaba05ff7dcc81ae31d5ddf6b |
| قاعدة البيانات: | OpenAIRE |
| ردمك: | 9783319178752 |
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