Enhancing Cluster Quality of Numerical Datasets with Domain Ontology

no code implementations • 2 Apr 2023 • Sudath Rohitha Heiyanthuduwage, Md Anisur Rahman, Md Zahidul Islam

Therefore, in this paper we present a clustering approach that is based on domain ontology to reduce the dimensionality of attributes in a numerical dataset using domain ontology and to produce high quality clusters.

Clustering

A Novel Incremental Clustering Technique with Concept Drift Detection

no code implementations • 30 Mar 2020 • Mitchell D. Woodbright, Md Anisur Rahman, Md Zahidul Islam

Therefore, incremental clustering techniques need the ability to detect a temporary drift and sustained drift.

Clustering