AMBIENTUM BIOETHICA BIOLOGIA CHEMIA DIGITALIA DRAMATICA EDUCATIO ARTIS GYMNAST. ENGINEERING EPHEMERIDES EUROPAEA GEOGRAPHIA GEOLOGIA HISTORIA HISTORIA ARTIUM INFORMATICA IURISPRUDENTIA MATHEMATICA MUSICA NEGOTIA OECONOMICA PHILOLOGIA PHILOSOPHIA PHYSICA POLITICA PSYCHOLOGIA-PAEDAGOGIA SOCIOLOGIA THEOLOGIA CATHOLICA THEOLOGIA CATHOLICA LATIN THEOLOGIA GR.-CATH. VARAD THEOLOGIA ORTHODOXA THEOLOGIA REF. TRANSYLVAN
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STUDIA INFORMATICA - Issue no. 1 / 2005 | |||||||
Article: |
A PROGRAMMING INTERFACE FOR NON-HIERACHICAL CLUSTERING. Authors: GABRIELA ŞERBAN. |
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Abstract: Clustering is one of the important techniques in Data Mining. Clustering methods aim at grouping objects into clusters, so that the objects within a cluster are more similar to each other than objects in di®erent clus- ters. The similarity between two objects is defined by a distance function. Clustering techniques are used in a variety of domains like: Natural Language Processing, Databases, HealthCare. In this paper we present a new program- ming interface for non-hierarchical clustering. Using this interface, we can simply develop non-hierarchical clustering applications. Using the designed interface, we made an experiment for words clustering, using a Romanian corpus. | |||||||