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- BIRCH_(data_clustering) abstract "BIRCH (balanced iterative reducing and clustering using hierarchies) is an unsupervised data mining algorithm used to perform hierarchical clustering over particularly large data-sets. An advantage of BIRCH is its ability to incrementally and dynamically cluster incoming, multi-dimensional metric data points in an attempt to produce the best quality clustering for a given set of resources (memory and time constraints). In most cases, BIRCH only requires a single scan of the database. In addition, BIRCH also claims to be the "first clustering algorithm proposed in the database area to handle 'noise' (data points that are not part of the underlying pattern) effectively", beating DBSCAN by two months.".
- BIRCH_(data_clustering) wikiPageID "22114276".
- BIRCH_(data_clustering) wikiPageRevisionID "605177128".
- BIRCH_(data_clustering) hasPhotoCollection BIRCH_(data_clustering).
- BIRCH_(data_clustering) subject Category:Data_clustering_algorithms.
- BIRCH_(data_clustering) type Abstraction100002137.
- BIRCH_(data_clustering) type Cognition100023271.
- BIRCH_(data_clustering) type DataClusteringAlgorithms.
- BIRCH_(data_clustering) type Datum105816622.
- BIRCH_(data_clustering) type Information105816287.
- BIRCH_(data_clustering) type PsychologicalFeature100023100.
- BIRCH_(data_clustering) comment "BIRCH (balanced iterative reducing and clustering using hierarchies) is an unsupervised data mining algorithm used to perform hierarchical clustering over particularly large data-sets. An advantage of BIRCH is its ability to incrementally and dynamically cluster incoming, multi-dimensional metric data points in an attempt to produce the best quality clustering for a given set of resources (memory and time constraints). In most cases, BIRCH only requires a single scan of the database.".
- BIRCH_(data_clustering) label "BIRCH (data clustering)".
- BIRCH_(data_clustering) sameAs m.05p2lyn.
- BIRCH_(data_clustering) sameAs Q4835721.
- BIRCH_(data_clustering) sameAs Q4835721.
- BIRCH_(data_clustering) sameAs BIRCH_(data_clustering).
- BIRCH_(data_clustering) wasDerivedFrom BIRCH_(data_clustering)?oldid=605177128.
- BIRCH_(data_clustering) isPrimaryTopicOf BIRCH_(data_clustering).