The application of Uniform Manifold Approximation and Projection (UMAP) for unconstrained ordination and classification of biological indicators in aquatic ecology
Djuradj Milošević, Andrew S. Medeiros, Milica Stojković Piperac, Dušanka Cvijanović, Janne Soininen, Aleksandar Milosavljević, Bratislav Predić
Topics & Concepts
OrdinationPrincipal component analysisGradient analysisCluster analysisProjection (relational algebra)OutlierMultivariate statisticsComputer scienceArtificial intelligenceData miningPattern recognition (psychology)EcologyMathematicsMachine learningAlgorithmBiologySpecies Distribution and Climate ChangeMorphological variations and asymmetryData Analysis with R