Ordering Points To Identify the Clustering Structure
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:abbreviation |
gptkb:OPTICS
|
| gptkbp:application |
pattern recognition
anomaly detection spatial data analysis |
| gptkbp:detects |
arbitrary-shaped clusters
clusters of varying density |
| gptkbp:field |
gptkb:machine_learning
data mining |
| https://www.w3.org/2000/01/rdf-schema#label |
Ordering Points To Identify the Clustering Structure
|
| gptkbp:input |
gptkb:Metric
epsilon parameter minPts parameter |
| gptkbp:introducedIn |
1999
|
| gptkbp:inventedBy |
gptkb:Hans-Peter_Kriegel
gptkb:Jörg_Sander gptkb:Markus_M._Breunig gptkb:Mihael_Ankerst |
| gptkbp:openSource |
gptkb:ELKI
gptkb:scikit-learn R |
| gptkbp:output |
cluster ordering
reachability plot |
| gptkbp:publishedIn |
SIGMOD 1999
|
| gptkbp:relatedTo |
gptkb:DBSCAN
|
| gptkbp:bfsParent |
gptkb:OPTICS
|
| gptkbp:bfsLayer |
7
|