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- OPTICS_algorithm abstract "Ordering points to identify the clustering structure (OPTICS) is an algorithm for finding density-based clusters in spatial data. It was presented by Mihael Ankerst, Markus M. Breunig, Hans-Peter Kriegel and Jörg Sander.Its basic idea is similar to DBSCAN, but it addresses one of DBSCAN's major weaknesses: the problem of detecting meaningful clusters in data of varying density. In order to do so, the points of the database are (linearly) ordered such that points which are spatially closest become neighbors in the ordering. Additionally, a special distance is stored for each point that represents the density that needs to be accepted for a cluster in order to have both points belong to the same cluster. This is represented as a dendrogram.".
- OPTICS_algorithm wikiPageExternalLink OPTICS.
- OPTICS_algorithm wikiPageID "22509799".
- OPTICS_algorithm wikiPageRevisionID "603179344".
- OPTICS_algorithm hasPhotoCollection OPTICS_algorithm.
- OPTICS_algorithm subject Category:Data_clustering_algorithms.
- OPTICS_algorithm type Abstraction100002137.
- OPTICS_algorithm type Cognition100023271.
- OPTICS_algorithm type DataClusteringAlgorithms.
- OPTICS_algorithm type Datum105816622.
- OPTICS_algorithm type Information105816287.
- OPTICS_algorithm type PsychologicalFeature100023100.
- OPTICS_algorithm comment "Ordering points to identify the clustering structure (OPTICS) is an algorithm for finding density-based clusters in spatial data. It was presented by Mihael Ankerst, Markus M. Breunig, Hans-Peter Kriegel and Jörg Sander.Its basic idea is similar to DBSCAN, but it addresses one of DBSCAN's major weaknesses: the problem of detecting meaningful clusters in data of varying density.".
- OPTICS_algorithm label "OPTICS algorithm".
- OPTICS_algorithm label "OPTICS".
- OPTICS_algorithm sameAs OPTICS.
- OPTICS_algorithm sameAs m.05zxvdx.
- OPTICS_algorithm sameAs Q2007847.
- OPTICS_algorithm sameAs Q2007847.
- OPTICS_algorithm sameAs OPTICS_algorithm.
- OPTICS_algorithm wasDerivedFrom OPTICS_algorithm?oldid=603179344.
- OPTICS_algorithm isPrimaryTopicOf OPTICS_algorithm.