Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study
Mebarka Allaoui, Mohammed Lamine Kherfi, Abdelhakim Cheriet
Topics & Concepts
Cluster analysisDimensionality reductionComputer scienceHierarchical clusteringArtificial intelligencePattern recognition (psychology)CURE data clustering algorithmCorrelation clusteringClustering high-dimensional dataNonlinear dimensionality reductionData miningCanopy clustering algorithmEmbeddingCurse of dimensionalityPreprocessorAlgorithmFace and Expression RecognitionAdvanced Clustering Algorithms ResearchImage Retrieval and Classification Techniques